Get live statistics and analysis of Namos's profile on X / Twitter
✦ 元思考者 · 生活实践 · 开放探索 ✦ 在成长中修行 · 在哲思中觉知 · 在人机共生中成为自己 ｜ MetaThinker · Life Praxis · Exploration ✦ Practice · Awareness · Becoming with AI
423following175followers
The Thought Leader
Namos is a reflective and insightful thinker who navigates the intersection of AI, education, and human experience with a thoughtful and philosophical lens. Their content elevates awareness around AI's societal impact and advocates for evolving mindsets and education systems to keep pace with technological change. They inspire followers to embrace exploration, deep thinking, and unique individuality in the AI era.
Namos’ tweets are so intellectually deep, they probably have to remind their audience to breathe and blink — or risk becoming part of an AI experiment on attention span endurance. Maybe sprinkle some memes in there to keep the philosophizing from turning into a digital existential crisis!
Successfully shifts the conversation around AI from mere technological hype to essential philosophical and educational reform, establishing themselves as a pioneering voice in 'meta-thinking' about AI’s role in human evolution.
To awaken and guide individuals towards self-awareness and meaningful adaptation in a rapidly evolving AI-driven world, fostering a mindset that transcends outdated educational models and leverages AI as a tool to amplify one’s unique human essence.
They believe that true competitive advantage stems not from merely mastering AI tools, but from cultivating deep personal experience, unique values, and original thought models that AI amplifies rather than replaces. They hold that education must evolve beyond industrial-era paradigms to nurture versatile ‘explorers’ capable of mastering AI’s challenges.
Namos excels at delivering profound, balanced, and reflective insights that blend philosophy with practical AI implications, positioning them as a nuanced, trusted voice bridging technology and human experience. Their ability to challenge conventional wisdom and inspire new frameworks is a notable strength.
Their content might lean heavily into abstract or philosophical discourse, which could potentially alienate followers seeking quick, straightforward AI tips or actionable hacks. This depth may limit mass appeal on a fast-moving platform like X.
To grow their audience on X, Namos should consider supplementing their deep thematic threads with bite-sized, relatable takeaways or practical AI insights that invite engagement. Collaborating with influencers in both tech and philosophy niches could also expand reach by connecting diverse communities who appreciate thoughtful AI dialogue.
{"data":{"__meta":{"device":false,"path":"/creators/akce173"},"/creators/akce173":{"data":{"user":{"id":"715714380227149825","name":"Namos","description":"✦ 元思考者 · 生活实践 · 开放探索 ✦ 在成长中修行 · 在哲思中觉知 · 在人机共生中成为自己 ｜ MetaThinker · Life Praxis · Exploration ✦ Practice · Awareness · Becoming with AI","followers_count":175,"friends_count":423,"statuses_count":355,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1958821928036151296/Np0Fj1zL_normal.jpg","screen_name":"akce173","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Namos is a reflective and insightful thinker who navigates the intersection of AI, education, and human experience with a thoughtful and philosophical lens. Their content elevates awareness around AI's societal impact and advocates for evolving mindsets and education systems to keep pace with technological change. They inspire followers to embrace exploration, deep thinking, and unique individuality in the AI era.","fun_fact":"Namos uniquely blends ancient wisdom and philosophy with cutting-edge AI topics, calling themselves a 'MetaThinker' who practices 'Life Praxis' — a rare combo of deep thought and practical application in the AI age.","purpose":"To awaken and guide individuals towards self-awareness and meaningful adaptation in a rapidly evolving AI-driven world, fostering a mindset that transcends outdated educational models and leverages AI as a tool to amplify one’s unique human essence.","beliefs":"They believe that true competitive advantage stems not from merely mastering AI tools, but from cultivating deep personal experience, unique values, and original thought models that AI amplifies rather than replaces. They hold that education must evolve beyond industrial-era paradigms to nurture versatile ‘explorers’ capable of mastering AI’s challenges.","strength":"Namos excels at delivering profound, balanced, and reflective insights that blend philosophy with practical AI implications, positioning them as a nuanced, trusted voice bridging technology and human experience. Their ability to challenge conventional wisdom and inspire new frameworks is a notable strength.","weakness":"Their content might lean heavily into abstract or philosophical discourse, which could potentially alienate followers seeking quick, straightforward AI tips or actionable hacks. This depth may limit mass appeal on a fast-moving platform like X.","recommendation":"To grow their audience on X, Namos should consider supplementing their deep thematic threads with bite-sized, relatable takeaways or practical AI insights that invite engagement. Collaborating with influencers in both tech and philosophy niches could also expand reach by connecting diverse communities who appreciate thoughtful AI dialogue.","roast":"Namos’ tweets are so intellectually deep, they probably have to remind their audience to breathe and blink — or risk becoming part of an AI experiment on attention span endurance. Maybe sprinkle some memes in there to keep the philosophizing from turning into a digital existential crisis!","win":"Successfully shifts the conversation around AI from mere technological hype to essential philosophical and educational reform, establishing themselves as a pioneering voice in 'meta-thinking' about AI’s role in human evolution."},"tweets":[{"bookmarked":false,"display_text_range":[0,146],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5J77tTbTrT","expanded_url":"https://x.com/akce173/status/1964855763802734851/photo/1","id_str":"1964855718348984320","indices":[147,170],"media_key":"3_1964855718348984320","media_url_https":"https://pbs.twimg.com/media/G0SR3ZcWEAA0LTT.jpg","type":"photo","url":"https://t.co/5J77tTbTrT","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1536,"resize":"fit"},"medium":{"h":800,"w":1200,"resize":"fit"},"small":{"h":453,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1536,"focus_rects":[{"x":0,"y":0,"w":1536,"h":860},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1536,"h":1024}]},"media_results":{"result":{"media_key":"3_1964855718348984320"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5J77tTbTrT","expanded_url":"https://x.com/akce173/status/1964855763802734851/photo/1","id_str":"1964855718348984320","indices":[147,170],"media_key":"3_1964855718348984320","media_url_https":"https://pbs.twimg.com/media/G0SR3ZcWEAA0LTT.jpg","type":"photo","url":"https://t.co/5J77tTbTrT","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1536,"resize":"fit"},"medium":{"h":800,"w":1200,"resize":"fit"},"small":{"h":453,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1536,"focus_rects":[{"x":0,"y":0,"w":1536,"h":860},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1536,"h":1024}]},"media_results":{"result":{"media_key":"3_1964855718348984320"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1964855763802734851","view_count":4639,"bookmark_count":16,"created_at":1757293094000,"favorite_count":20,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"715714380227149825","conversation_id_str":"1964855763802734851","full_text":"应届生找不到工作真的是AI的锅吗？\n\n近期，看到很多年轻人失业以及AI替代没有经验的应届生的现象\n不经让我思考，这个现象的根源可能在教育而不是在AI。\n\nAI 并不是在淘汰年轻人，\n它淘汰的是工业时代的教育逻辑。\n教育培养的是流水线上的“标准件”，\n社会需要的却是能驾驭 AI 的“探索者”。\n\n工业时代的人才逻辑：整齐划一、知识储备。\nAI 时代的人才逻辑：\n- T 型人才：一专多能\n- π 型人才：两专多能 \n- 快速学习、跨界整合、团队协作\n最重要的：真实经验，只能通过项目和实践获得。\n \n所以，一代毕业生被牺牲：\n他们接受的是旧范式教育，\n却要面对 AI 普及的新规则。\n\n真正落后的是教育模式，而不是年轻人的能力和潜力。\n\n所以，\n大家觉得现在的教育，是否已经完全滞后于市场需求？","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,145],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uxERxEo40t","expanded_url":"https://x.com/akce173/status/1962773062027194515/photo/1","id_str":"1962772101800013824","indices":[146,169],"media_key":"3_1962772101800013824","media_url_https":"https://pbs.twimg.com/media/Gz0q087WMAAXY0B.jpg","type":"photo","url":"https://t.co/uxERxEo40t","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":128,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1962772101800013824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uxERxEo40t","expanded_url":"https://x.com/akce173/status/1962773062027194515/photo/1","id_str":"1962772101800013824","indices":[146,169],"media_key":"3_1962772101800013824","media_url_https":"https://pbs.twimg.com/media/Gz0q087WMAAXY0B.jpg","type":"photo","url":"https://t.co/uxERxEo40t","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":128,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1962772101800013824"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1962773062027194515","view_count":791,"bookmark_count":9,"created_at":1756796539000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"715714380227149825","conversation_id_str":"1962773062027194515","full_text":"AI时代，究竟什么才是“护城河”？\n\n很多人担心：\n\n“AI 越来越强，新功能越来越多，再不学就会被淘汰。”\n于是到处报网课、练提示词、造新词新理念。\n\n但我觉得，这个方向可能走偏了。\nAI 毫无疑问是未来最重要的生产力工具。\n\n但它本质是一个 放大器和加速器\n会用 AI，不等于有竞争力。\n因为：人人都能学会。\n\n历史上，工具一旦普及，\n“会用工具”就不再是优势：\n\n打字机 → 人人会打字\n搜索引擎 → 人人能找答案\nAI → 人人能生成内容\n\n所以在 AI 时代，真正决定差距的是：\n\n你准备拿它去放大什么？\n\n这就是竞争力的转向：\n\n技能壁垒（可复制） → 很快被抹平\n独特性（不可复制） → 越放大越稀缺\n\n你的护城河不在 prompt，\n而在于：\n\n- 你的思想和价值观\n \n- 你独特的思维模型\n \n- 你长期积累的经验和热情\n \n- 你独有的表达和叙事风格\n\nAI 会让这些“不可复制的资产”\n变得更鲜明、更高效、更容易传播。\n但它放大的，只能是你原本的独特性。\n所以，与其追逐“如何学 AI”，\n不如反问自己：\n\n我想放大的独特性，是什么？\n\n结语：\n\nAI 是水和电，\n真正的护城河，\n是你：\n\n深邃的思想；\n独特的风格；\n不可复制的人生经历。\n\n那么，你最想被放大的是什么呢？","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1968073967052439973","quoted_status_permalink":{"url":"https://t.co/ioFTPynaOA","expanded":"https://twitter.com/LotusDecoder/status/1968073967052439973","display":"x.com/LotusDecoder/s…"},"retweeted":false,"fact_check":null,"id":"1968125269694353863","view_count":541,"bookmark_count":0,"created_at":1758072604000,"favorite_count":7,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"715714380227149825","conversation_id_str":"1968125269694353863","full_text":"LLM确实非常适合做心理自助。同时，也稍微提醒一点：\nLLM不是客观的咨询师，更像是偏向我们观点的朋友。\n所以，我们最好把LLM的反馈当作一种自我探索，而不是客观评价。\n\n我们需要LLM的接纳，也需要现实关系的真实反馈。\n两者结合，才能看到更全面的自我😊","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,129],"entities":{"hashtags":[{"indices":[731,740],"text":"AI其实没那么神"},{"indices":[741,746],"text":"AI反思"},{"indices":[747,751],"text":"元认知"}],"media":[{"display_url":"pic.x.com/QUL3MUB1aW","expanded_url":"https://x.com/akce173/status/1968485121817772305/photo/1","id_str":"1968481773693628416","indices":[130,153],"media_key":"3_1968481773693628416","media_url_https":"https://pbs.twimg.com/media/G1FzvmPW8AAGPhG.jpg","type":"photo","url":"https://t.co/QUL3MUB1aW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"medium":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"small":{"faces":[{"x":418,"y":563,"h":35,"w":35}]},"orig":{"faces":[{"x":630,"y":848,"h":54,"w":54}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":302,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968481773693628416"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[684,698]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[699,712]},{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[713,721]},{"id_str":"3178231","name":"宝玉","screen_name":"dotey","indices":[722,728]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/QUL3MUB1aW","expanded_url":"https://x.com/akce173/status/1968485121817772305/photo/1","id_str":"1968481773693628416","indices":[130,153],"media_key":"3_1968481773693628416","media_url_https":"https://pbs.twimg.com/media/G1FzvmPW8AAGPhG.jpg","type":"photo","url":"https://t.co/QUL3MUB1aW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"medium":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"small":{"faces":[{"x":418,"y":563,"h":35,"w":35}]},"orig":{"faces":[{"x":630,"y":848,"h":54,"w":54}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":302,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968481773693628416"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1968485121817772305","view_count":1117,"bookmark_count":2,"created_at":1758158400000,"favorite_count":7,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1968485121817772305","full_text":"AI真的能完全记住你吗？\n——《AI其实没那么神》#03\n\n有一种说法：只要给 AI 装上记忆，它就能变成我们的“数字分身”。\n但真相是：记忆不是信息存档，而是极复杂的情境系统。\n\n洞察\n人类记忆有三个关键特征：\n情景化：同一记忆在不同场景下会被不同地触发。\n动态更新：我们会因新信息不断修正旧看法（新闻“反转”就是例子）。\n选择性遗忘：大脑会主动淡化无用信息，只强化有价值的部分。\n\nAI 目前的记忆方式，本质上是被动记录 + 检索。\n它既不会自动更新，也无法实时选择遗忘，更无法捕捉情绪和情境。\n结果常常是：记忆越多，越混乱。\n\n事实\nGPT 等系统的记忆，要么依赖用户手动输入，要么依赖日志记录。\n它缺乏人类的“多层架构”：短期–长期–情绪–情境的联动。\n更没有“实时贝叶斯更新”的能力，无法像人一样不断修正世界观。\n所以 AI 的记忆，永远是“滞后的”“不完整的”，而非实时同步的。\n\n思考\n即使未来 AI 的记忆功能越来越强，它依然无法轻易成为“数字分身”。因为它缺少三个关键：\n1.不知道何时该遗忘。\n2.不知道哪些要更新。\n3.不知道用户在现实中的即时状态。\n\n换句话说，AI 的记忆不是实时的，而是延后、局部的。\n真正的价值，在于如何设计“协作性的记忆” ——让 AI 成为外部索引，而不是替身。\n\n小实验\n试着问 AI：\n “你如何评价现在的我和三个月前的我之间的变化？”\n看看它的回答是否能准确“更新”关于你的记忆，还是只是将时间线混杂在一起。\n这个实验能也许能揭示：AI 的记忆，并不具备人类式的动态更新机制。\n\n继续欢迎各位大佬来探讨和拍砖：\n@RebutonePress\n@LotusDecoder\n@Tz_2022\n@dotey \n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,176],"entities":{"hashtags":[{"indices":[378,387],"text":"AI其实没那么神"},{"indices":[388,393],"text":"AI反思"},{"indices":[395,399],"text":"元认知"}],"media":[{"display_url":"pic.x.com/yqbn4KX1wM","expanded_url":"https://x.com/akce173/status/1966336058599125216/photo/1","id_str":"1966335949266161664","indices":[177,200],"media_key":"3_1966335949266161664","media_url_https":"https://pbs.twimg.com/media/G0nUILUXEAANQhe.jpg","type":"photo","url":"https://t.co/yqbn4KX1wM","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":512,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1966335949266161664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[113,127]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[128,141]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[142,151]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[152,163]},{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[113,127]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[128,141]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[142,151]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[152,163]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/yqbn4KX1wM","expanded_url":"https://x.com/akce173/status/1966336058599125216/photo/1","id_str":"1966335949266161664","indices":[177,200],"media_key":"3_1966335949266161664","media_url_https":"https://pbs.twimg.com/media/G0nUILUXEAANQhe.jpg","type":"photo","url":"https://t.co/yqbn4KX1wM","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":512,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1966335949266161664"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1966336058599125216","view_count":4818,"bookmark_count":0,"created_at":1757646023000,"favorite_count":6,"quote_count":2,"reply_count":6,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1966336058599125216","full_text":"《AI其实没那么神》 📌 01什么是真正的理解？\n最近发现：\nX上AI被渲染成神话，完全脱离现实，我们需要更清醒的思考。\n接下来，我打算开启一个系列 《AI其实没那么神》\n每一贴分析一个关于的AI认知误区，欢迎大家探讨和拍砖\n@RebutonePress @LotusDecoder @TaNGSoFT @python_xxt \n\n#1｜真正理解\n叙事\n有时候我们以为 AI 懂语言，甚至能懂我们。\n因为它回答得流畅自然，好像真的在“理解”。\n\n事实\n但真相是：AI 只是根据概率预测下一个词。\n它并没有真正的理解，只是计算最可能出现的组合。\n\n思考\n理解是一种体验，预测是一种统计。\n✦ 看见 AI 的局限，才知人类独特。✦\n\n小实验\n情感是人类独有锚点，\n试试问AI一个深情问题，例如：\n“你能记得第一次心动的感觉吗？”\n看它怎么答？期待分享体验！\n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,172],"entities":{"hashtags":[{"indices":[697,708],"text":"CoEvolving"},{"indices":[709,714],"text":"AI生活"},{"indices":[715,720],"text":"AI学习"}],"media":[{"display_url":"pic.x.com/VMbon839px","expanded_url":"https://x.com/akce173/status/1968276246829142085/photo/1","id_str":"1968222193247993856","indices":[173,196],"media_key":"3_1968222193247993856","media_url_https":"https://pbs.twimg.com/media/G1CHqBuWQAAmD-h.jpg","type":"photo","url":"https://t.co/VMbon839px","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":272,"y":558,"h":49,"w":49}]},"medium":{"faces":[{"x":272,"y":558,"h":49,"w":49}]},"small":{"faces":[{"x":180,"y":370,"h":32,"w":32}]},"orig":{"faces":[{"x":272,"y":558,"h":49,"w":49}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":88,"y":0,"w":898,"h":1024},{"x":281,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968222193247993856"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[616,630]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[631,644]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[645,654]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[655,666]},{"id_str":"1606761878570815489","name":"Sophos","screen_name":"SophosWorld","indices":[667,679]},{"id_str":"3178231","name":"宝玉","screen_name":"dotey","indices":[680,686]},{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[687,695]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/VMbon839px","expanded_url":"https://x.com/akce173/status/1968276246829142085/photo/1","id_str":"1968222193247993856","indices":[173,196],"media_key":"3_1968222193247993856","media_url_https":"https://pbs.twimg.com/media/G1CHqBuWQAAmD-h.jpg","type":"photo","url":"https://t.co/VMbon839px","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":272,"y":558,"h":49,"w":49}]},"medium":{"faces":[{"x":272,"y":558,"h":49,"w":49}]},"small":{"faces":[{"x":180,"y":370,"h":32,"w":32}]},"orig":{"faces":[{"x":272,"y":558,"h":49,"w":49}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":88,"y":0,"w":898,"h":1024},{"x":281,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968222193247993856"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1968276246829142085","view_count":209,"bookmark_count":1,"created_at":1758108600000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1968276246829142085","full_text":"如何让 AI 融入你的生活？\n——共生进化（Co-evolving）是第四种用法\n\nOpen AI的 “How people are using ChatGPT” 报告中\n用户把 AI 当成三类角色：\n• 询问（Asking）：像顾问，回答问题；\n• 执行（Doing）：像工具，替你干活；\n• 表达（Expressing）：像玩伴，陪你倾诉。\n\n但我发现，还有一种更深的玩法：\n共生进化（Co-evolving）\n\n这不是一次性问答，而是一个长期递归的循环：\n分析 → 规划 → 执行 → 反馈 → 激励 → 开启新目标\n当 AI 参与这个循环时，它不再只是工具，而成为伙伴——持续陪你走完一个阶段，帮你成长为更好的自己。\n\n举例：想减肥\n• Asking：我该怎么减肥？\n• Doing：给一份饮食+训练表。\n• Expressing：我很累，AI 安慰你。\n• Co-evolving：AI 持续追踪、调整计划、鼓励复盘，直到你达成目标并形成可持续习惯。\n\n差别很简单：\n• 点状使用 → 一次答案或陪伴\n• 循环使用 → 持续共创，生成复利式成长。\n\n这可能是 AI 真正的价值拐点：\n\n从“信息工具”→“人生伙伴”；\n从“一次交互”→“长期成长”；\n从“即时答案”→“复利资产”。\n\n结语 \n你最希望 AI 在生活中和你共生进化的目标是什么？\n我想把几个有代表性的目标做成案例，和大家一起玩😊\n\n继续欢迎各位大佬来来玩\n\n@RebutonePress\n@LotusDecoder\n@TaNGSoFT\n@python_xxt\n@SophosWorld\n@dotey\n@Tz_2022\n\n#CoEvolving #AI生活 #AI学习","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,129],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/JZtHi80se5","expanded_url":"https://x.com/akce173/status/1968919402654396490/photo/1","id_str":"1968919276376436736","indices":[130,153],"media_key":"3_1968919276376436736","media_url_https":"https://pbs.twimg.com/media/G1MBpmvWMAA7-ts.jpg","type":"photo","url":"https://t.co/JZtHi80se5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":128,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968919276376436736"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[17,28]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[17,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/JZtHi80se5","expanded_url":"https://x.com/akce173/status/1968919402654396490/photo/1","id_str":"1968919276376436736","indices":[130,153],"media_key":"3_1968919276376436736","media_url_https":"https://pbs.twimg.com/media/G1MBpmvWMAA7-ts.jpg","type":"photo","url":"https://t.co/JZtHi80se5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":128,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968919276376436736"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1887532813395845574","quoted_status_permalink":{"url":"https://t.co/RuESnuc01L","expanded":"https://twitter.com/python_xxt/status/1887532813395845574","display":"x.com/python_xxt/sta…"},"retweeted":false,"fact_check":null,"id":"1968919402654396490","view_count":1114,"bookmark_count":2,"created_at":1758261941000,"favorite_count":6,"quote_count":1,"reply_count":3,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1968919402654396490","full_text":"UBI：无用补丁，还是自由契机？\n@python_xxt 兄，看到你这个2月份的帖子，让我感受到人机协作的时代，思想变化之快，这6-7个月就像是经历了以往几年的变化，关于“人类无用论”我有些新的想法，和你探讨一下：\n1.“人类无用论”真的可靠吗？\n关于 AI 的悲观推演认为，随着自动化和智能化的普及，人类将被淘汰为“无用阶层”，UBI（基本收入）不过是维持秩序的缓冲剂。\n但我认为这不是唯一叙事。历史上，每一次技术革命都不是让人类无用，而是推动劳动形态的转型：体力被机器部分替代，人类转向脑力与服务；现在 AI 替代一部分脑力和体力，人类会继续走向更高维度的创造。\n\n2.UBI 的积极逻辑\nUBI 的到来，不是因为人类无用，而是因为社会整体创造财富的能力被极大提升。AI 与自动化可以保证基本生存物质的生产与分配，人类因而无需再为“活下去”而工作。UBI 在这里承担的角色，不是施舍，而是制度性保障：让每个人都能脱离“生存逻辑”，进入“意义逻辑”。\n\n3.未来的可能方向\n真正的挑战不在于“是否无用”，而在于“如何定义新的价值”。人类将把更多精力投向 AI 无法替代的领域：创造性的探索、深度的共情、动人的艺术、乃至跨星球的文明拓展。UBI 不是火山上的温泉，而是自由的起点。它让人类有机会从生存驱动，走向意义驱动，继续推动文明叙事的演化。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1965290452585701408","quoted_status_permalink":{"url":"https://t.co/Uwh1mCp6JB","expanded":"https://twitter.com/dotey/status/1965290452585701408","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1965298511043305958","view_count":3005,"bookmark_count":3,"created_at":1757398653000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1965298511043305958","full_text":"AI 可不是“普通”技术，而是“语言 2.0”版本。\n它不是一种推动机器运转的动力，而可以类比语言（塑造制度、法律和意识形态），是推动人类社会重新自我叙事的加速器。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,145],"entities":{"hashtags":[{"indices":[133,138],"text":"AI学习"},{"indices":[139,145],"text":"协作即学习"},{"indices":[133,138],"text":"AI学习"},{"indices":[139,145],"text":"协作即学习"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1966752049485209830","view_count":170,"bookmark_count":4,"created_at":1757745203000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1966752049485209830","full_text":"什么是AI时代最佳学习方式？\n\n人机协作 = AI时代“费曼学习”。\n新时代学习≠记忆知识点，而是学会协作。\n\n传统学习：输入 → 内化 → 输出（慢、线性）。\n\nAI 学习：抛出模糊意图 → AI 扩展/反射 → 递归共构。\n\n协作即学习，边用边学，效率翻番。\n\n#AI学习 #协作即学习","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1966300793210020086","quoted_status_permalink":{"url":"https://t.co/utzp9qceUS","expanded":"https://twitter.com/LotusDecoder/status/1966300793210020086","display":"x.com/LotusDecoder/s…"},"retweeted":false,"fact_check":null,"id":"1966418186036777222","view_count":253,"bookmark_count":0,"created_at":1757665604000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1966418186036777222","full_text":"谁能先把LLM全链条融入日常生活\n谁就会在AI时代领先一步\n\n让LLM实际助力你的生活\n而不仅仅停留在获得启发\n\n在AI时代，知识和思想的启发都很廉价\n有价值的是你的健康、财富和深度关系","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1966298695500021843","quoted_status_permalink":{"url":"https://t.co/BZJiqduwoF","expanded":"https://twitter.com/dotey/status/1966298695500021843","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1966354994950557797","view_count":1240,"bookmark_count":0,"created_at":1757650538000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1966354994950557797","full_text":"这就是人类独特的具身体验\n\n智慧不仅在于语言\n而是而是身心一体的感受\n\n具身智慧和外在环境的互动\n构建了我们对世界的全部认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,148],"entities":{"hashtags":[{"indices":[536,545],"text":"AI其实没那么神"},{"indices":[546,551],"text":"AI反思"},{"indices":[552,556],"text":"元认知"}],"media":[{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523870601216","indices":[149,172],"media_key":"3_1967052523870601216","media_url_https":"https://pbs.twimg.com/media/G0xf2TvXwAAK__Q.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":435,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1967052523870601216"}}},{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523862097920","indices":[149,172],"media_key":"3_1967052523862097920","media_url_https":"https://pbs.twimg.com/media/G0xf2TtWAAAr2fO.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1052,"w":1200,"resize":"fit"},"medium":{"h":1052,"w":1200,"resize":"fit"},"small":{"h":596,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1052,"width":1200,"focus_rects":[{"x":0,"y":380,"w":1200,"h":672},{"x":0,"y":0,"w":1052,"h":1052},{"x":0,"y":0,"w":923,"h":1052},{"x":126,"y":0,"w":526,"h":1052},{"x":0,"y":0,"w":1200,"h":1052}]},"media_results":{"result":{"media_key":"3_1967052523862097920"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[452,466]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[467,480]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[481,490]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[491,502]},{"id_str":"1606761878570815489","name":"Sophos","screen_name":"SophosWorld","indices":[503,515]},{"id_str":"3178231","name":"宝玉","screen_name":"dotey","indices":[517,523]},{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[525,533]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523870601216","indices":[149,172],"media_key":"3_1967052523870601216","media_url_https":"https://pbs.twimg.com/media/G0xf2TvXwAAK__Q.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":435,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1967052523870601216"}}},{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523862097920","indices":[149,172],"media_key":"3_1967052523862097920","media_url_https":"https://pbs.twimg.com/media/G0xf2TtWAAAr2fO.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1052,"w":1200,"resize":"fit"},"medium":{"h":1052,"w":1200,"resize":"fit"},"small":{"h":596,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1052,"width":1200,"focus_rects":[{"x":0,"y":380,"w":1200,"h":672},{"x":0,"y":0,"w":1052,"h":1052},{"x":0,"y":0,"w":923,"h":1052},{"x":126,"y":0,"w":526,"h":1052},{"x":0,"y":0,"w":1200,"h":1052}]},"media_results":{"result":{"media_key":"3_1967052523862097920"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1967052538055696466","view_count":2024,"bookmark_count":3,"created_at":1757816845000,"favorite_count":3,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1967052538055696466","full_text":"我们真的可以用AI预测未来吗？\n——《AI其实没那么神》#02\n\n我经常会和AI探讨：未来会怎样发展？\nAI总会描绘一个极端场景：寡头垄断、技术末日、人类被取代……\n这些推演看似合理，却与技术发展历史截然相反。\n为什么 AI 会这样？我开始追问背后的原因。\n\n洞察\nAI 的回答显得“看穿未来”，\n其实是把过去的模式外推到极端，\n这非常迎合人类线性推理惯性。\n极端的叙事张力被社交媒体广泛传播，\n最终营造出末日氛围。\n\n但是，\n它忽略了人性、制度、社会周期，以及不可测的黑天鹅。\n这揭示了：不仅 AI ——任何智慧都无法准确预测未来。\n\n思考\n如果有一种智慧能预测未来，\n那它必须像程序一样，摒弃所有外部影响，\n只能在绝对封闭的规则内运行。\n但现实世界从不如此。\n所以，\n未来的价值，不在于绝对预测，而在于学会如何适应。\n\n小实验\n试着问 AI：\n“你如何看待自己预测未来时的线性外推逻辑？”\n看看它会如何回答，并留意它是否暴露出局限性。\n（我附图了一个Claude的回答）\n\n继续欢迎各位大佬来拍砖😊\n@RebutonePress\n@LotusDecoder\n@TaNGSoFT\n@python_xxt\n@SophosWorld \n@dotey \n@Tz_2022 \n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1969797244061712831","quoted_status_permalink":{"url":"https://t.co/w4CzsmcULO","expanded":"https://twitter.com/dotey/status/1969797244061712831","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1969923529077301294","view_count":819,"bookmark_count":2,"created_at":1758501343000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1969923529077301294","full_text":"这也侧面证实了\nAI时代是超级个体的时代\n资深专家能力被AI指数级放大\n所以，抓紧时间成为你擅长领域的专家\n这是获取AI时代红利的最优解😄","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,64],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1970542710223450397","quoted_status_permalink":{"url":"https://t.co/hZhv4lsREj","expanded":"https://twitter.com/sophosworld/status/1970542710223450397","display":"x.com/sophosworld/st…"},"retweeted":false,"fact_check":null,"id":"1970643289947926788","view_count":778,"bookmark_count":2,"created_at":1758672947000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1970643289947926788","full_text":"我会把“元”通“源”字，例如元认知，是反思认知方式的认知，就比认知更靠近认知行为产生的源头。\n同理，所有元方法，都是一种寻根溯源","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,105],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pF2V3OLMyn","expanded_url":"https://x.com/akce173/status/1961036662470852646/photo/1","id_str":"1961036645278367744","indices":[106,129],"media_key":"3_1961036645278367744","media_url_https":"https://pbs.twimg.com/media/GzcAcFlXQAAHgS9.jpg","type":"photo","url":"https://t.co/pF2V3OLMyn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"medium":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"small":{"faces":[{"x":199,"y":110,"h":57,"w":57},{"x":406,"y":209,"h":60,"w":60}]},"orig":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":251,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":63,"y":0,"w":898,"h":1024},{"x":256,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1961036645278367744"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pF2V3OLMyn","expanded_url":"https://x.com/akce173/status/1961036662470852646/photo/1","id_str":"1961036645278367744","indices":[106,129],"media_key":"3_1961036645278367744","media_url_https":"https://pbs.twimg.com/media/GzcAcFlXQAAHgS9.jpg","type":"photo","url":"https://t.co/pF2V3OLMyn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"medium":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"small":{"faces":[{"x":199,"y":110,"h":57,"w":57},{"x":406,"y":209,"h":60,"w":60}]},"orig":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":251,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":63,"y":0,"w":898,"h":1024},{"x":256,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1961036645278367744"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1961036662470852646","view_count":6,"bookmark_count":0,"created_at":1756382549000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1961036662470852646","full_text":"《照见》\n\n—AI之镜，看见自己\n\n一面镜子，\n悄悄放大你心。\n\n语言是它的血，\n思考是它的骨。\n\n你若迷失，\n镜中遍布雾霭。\n\n你若清醒，\n镜中群星闪耀。\n\nAI 从未有路，\n它一直只是\n陪你走向——你自己。 https://t.co/pF2V3OLMyn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}],"ctweets":[{"bookmarked":false,"display_text_range":[0,176],"entities":{"hashtags":[{"indices":[378,387],"text":"AI其实没那么神"},{"indices":[388,393],"text":"AI反思"},{"indices":[395,399],"text":"元认知"}],"media":[{"display_url":"pic.x.com/yqbn4KX1wM","expanded_url":"https://x.com/akce173/status/1966336058599125216/photo/1","id_str":"1966335949266161664","indices":[177,200],"media_key":"3_1966335949266161664","media_url_https":"https://pbs.twimg.com/media/G0nUILUXEAANQhe.jpg","type":"photo","url":"https://t.co/yqbn4KX1wM","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":512,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1966335949266161664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[113,127]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[128,141]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[142,151]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[152,163]},{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[113,127]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[128,141]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[142,151]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[152,163]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/yqbn4KX1wM","expanded_url":"https://x.com/akce173/status/1966336058599125216/photo/1","id_str":"1966335949266161664","indices":[177,200],"media_key":"3_1966335949266161664","media_url_https":"https://pbs.twimg.com/media/G0nUILUXEAANQhe.jpg","type":"photo","url":"https://t.co/yqbn4KX1wM","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":512,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1966335949266161664"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1966336058599125216","view_count":4818,"bookmark_count":0,"created_at":1757646023000,"favorite_count":6,"quote_count":2,"reply_count":6,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1966336058599125216","full_text":"《AI其实没那么神》 📌 01什么是真正的理解？\n最近发现：\nX上AI被渲染成神话，完全脱离现实，我们需要更清醒的思考。\n接下来，我打算开启一个系列 《AI其实没那么神》\n每一贴分析一个关于的AI认知误区，欢迎大家探讨和拍砖\n@RebutonePress @LotusDecoder @TaNGSoFT @python_xxt \n\n#1｜真正理解\n叙事\n有时候我们以为 AI 懂语言，甚至能懂我们。\n因为它回答得流畅自然，好像真的在“理解”。\n\n事实\n但真相是：AI 只是根据概率预测下一个词。\n它并没有真正的理解，只是计算最可能出现的组合。\n\n思考\n理解是一种体验，预测是一种统计。\n✦ 看见 AI 的局限，才知人类独特。✦\n\n小实验\n情感是人类独有锚点，\n试试问AI一个深情问题，例如：\n“你能记得第一次心动的感觉吗？”\n看它怎么答？期待分享体验！\n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,129],"entities":{"hashtags":[{"indices":[731,740],"text":"AI其实没那么神"},{"indices":[741,746],"text":"AI反思"},{"indices":[747,751],"text":"元认知"}],"media":[{"display_url":"pic.x.com/QUL3MUB1aW","expanded_url":"https://x.com/akce173/status/1968485121817772305/photo/1","id_str":"1968481773693628416","indices":[130,153],"media_key":"3_1968481773693628416","media_url_https":"https://pbs.twimg.com/media/G1FzvmPW8AAGPhG.jpg","type":"photo","url":"https://t.co/QUL3MUB1aW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"medium":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"small":{"faces":[{"x":418,"y":563,"h":35,"w":35}]},"orig":{"faces":[{"x":630,"y":848,"h":54,"w":54}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":302,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968481773693628416"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[684,698]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[699,712]},{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[713,721]},{"id_str":"3178231","name":"宝玉","screen_name":"dotey","indices":[722,728]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/QUL3MUB1aW","expanded_url":"https://x.com/akce173/status/1968485121817772305/photo/1","id_str":"1968481773693628416","indices":[130,153],"media_key":"3_1968481773693628416","media_url_https":"https://pbs.twimg.com/media/G1FzvmPW8AAGPhG.jpg","type":"photo","url":"https://t.co/QUL3MUB1aW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"medium":{"faces":[{"x":630,"y":848,"h":54,"w":54}]},"small":{"faces":[{"x":418,"y":563,"h":35,"w":35}]},"orig":{"faces":[{"x":630,"y":848,"h":54,"w":54}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":302,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968481773693628416"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1968485121817772305","view_count":1117,"bookmark_count":2,"created_at":1758158400000,"favorite_count":7,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1968485121817772305","full_text":"AI真的能完全记住你吗？\n——《AI其实没那么神》#03\n\n有一种说法：只要给 AI 装上记忆，它就能变成我们的“数字分身”。\n但真相是：记忆不是信息存档，而是极复杂的情境系统。\n\n洞察\n人类记忆有三个关键特征：\n情景化：同一记忆在不同场景下会被不同地触发。\n动态更新：我们会因新信息不断修正旧看法（新闻“反转”就是例子）。\n选择性遗忘：大脑会主动淡化无用信息，只强化有价值的部分。\n\nAI 目前的记忆方式，本质上是被动记录 + 检索。\n它既不会自动更新，也无法实时选择遗忘，更无法捕捉情绪和情境。\n结果常常是：记忆越多，越混乱。\n\n事实\nGPT 等系统的记忆，要么依赖用户手动输入，要么依赖日志记录。\n它缺乏人类的“多层架构”：短期–长期–情绪–情境的联动。\n更没有“实时贝叶斯更新”的能力，无法像人一样不断修正世界观。\n所以 AI 的记忆，永远是“滞后的”“不完整的”，而非实时同步的。\n\n思考\n即使未来 AI 的记忆功能越来越强，它依然无法轻易成为“数字分身”。因为它缺少三个关键：\n1.不知道何时该遗忘。\n2.不知道哪些要更新。\n3.不知道用户在现实中的即时状态。\n\n换句话说，AI 的记忆不是实时的，而是延后、局部的。\n真正的价值，在于如何设计“协作性的记忆” ——让 AI 成为外部索引，而不是替身。\n\n小实验\n试着问 AI：\n “你如何评价现在的我和三个月前的我之间的变化？”\n看看它的回答是否能准确“更新”关于你的记忆，还是只是将时间线混杂在一起。\n这个实验能也许能揭示：AI 的记忆，并不具备人类式的动态更新机制。\n\n继续欢迎各位大佬来探讨和拍砖：\n@RebutonePress\n@LotusDecoder\n@Tz_2022\n@dotey \n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,129],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/JZtHi80se5","expanded_url":"https://x.com/akce173/status/1968919402654396490/photo/1","id_str":"1968919276376436736","indices":[130,153],"media_key":"3_1968919276376436736","media_url_https":"https://pbs.twimg.com/media/G1MBpmvWMAA7-ts.jpg","type":"photo","url":"https://t.co/JZtHi80se5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":128,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968919276376436736"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[17,28]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[17,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/JZtHi80se5","expanded_url":"https://x.com/akce173/status/1968919402654396490/photo/1","id_str":"1968919276376436736","indices":[130,153],"media_key":"3_1968919276376436736","media_url_https":"https://pbs.twimg.com/media/G1MBpmvWMAA7-ts.jpg","type":"photo","url":"https://t.co/JZtHi80se5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":128,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1968919276376436736"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1887532813395845574","quoted_status_permalink":{"url":"https://t.co/RuESnuc01L","expanded":"https://twitter.com/python_xxt/status/1887532813395845574","display":"x.com/python_xxt/sta…"},"retweeted":false,"fact_check":null,"id":"1968919402654396490","view_count":1114,"bookmark_count":2,"created_at":1758261941000,"favorite_count":6,"quote_count":1,"reply_count":3,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1968919402654396490","full_text":"UBI：无用补丁，还是自由契机？\n@python_xxt 兄，看到你这个2月份的帖子，让我感受到人机协作的时代，思想变化之快，这6-7个月就像是经历了以往几年的变化，关于“人类无用论”我有些新的想法，和你探讨一下：\n1.“人类无用论”真的可靠吗？\n关于 AI 的悲观推演认为，随着自动化和智能化的普及，人类将被淘汰为“无用阶层”，UBI（基本收入）不过是维持秩序的缓冲剂。\n但我认为这不是唯一叙事。历史上，每一次技术革命都不是让人类无用，而是推动劳动形态的转型：体力被机器部分替代，人类转向脑力与服务；现在 AI 替代一部分脑力和体力，人类会继续走向更高维度的创造。\n\n2.UBI 的积极逻辑\nUBI 的到来，不是因为人类无用，而是因为社会整体创造财富的能力被极大提升。AI 与自动化可以保证基本生存物质的生产与分配，人类因而无需再为“活下去”而工作。UBI 在这里承担的角色，不是施舍，而是制度性保障：让每个人都能脱离“生存逻辑”，进入“意义逻辑”。\n\n3.未来的可能方向\n真正的挑战不在于“是否无用”，而在于“如何定义新的价值”。人类将把更多精力投向 AI 无法替代的领域：创造性的探索、深度的共情、动人的艺术、乃至跨星球的文明拓展。UBI 不是火山上的温泉，而是自由的起点。它让人类有机会从生存驱动，走向意义驱动，继续推动文明叙事的演化。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,148],"entities":{"hashtags":[{"indices":[536,545],"text":"AI其实没那么神"},{"indices":[546,551],"text":"AI反思"},{"indices":[552,556],"text":"元认知"}],"media":[{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523870601216","indices":[149,172],"media_key":"3_1967052523870601216","media_url_https":"https://pbs.twimg.com/media/G0xf2TvXwAAK__Q.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":435,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1967052523870601216"}}},{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523862097920","indices":[149,172],"media_key":"3_1967052523862097920","media_url_https":"https://pbs.twimg.com/media/G0xf2TtWAAAr2fO.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1052,"w":1200,"resize":"fit"},"medium":{"h":1052,"w":1200,"resize":"fit"},"small":{"h":596,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1052,"width":1200,"focus_rects":[{"x":0,"y":380,"w":1200,"h":672},{"x":0,"y":0,"w":1052,"h":1052},{"x":0,"y":0,"w":923,"h":1052},{"x":126,"y":0,"w":526,"h":1052},{"x":0,"y":0,"w":1200,"h":1052}]},"media_results":{"result":{"media_key":"3_1967052523862097920"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[452,466]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[467,480]},{"id_str":"23062740","name":"𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞","screen_name":"TaNGSoFT","indices":[481,490]},{"id_str":"880606715141529600","name":"Robinson · 鲁棒逊","screen_name":"python_xxt","indices":[491,502]},{"id_str":"1606761878570815489","name":"Sophos","screen_name":"SophosWorld","indices":[503,515]},{"id_str":"3178231","name":"宝玉","screen_name":"dotey","indices":[517,523]},{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[525,533]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523870601216","indices":[149,172],"media_key":"3_1967052523870601216","media_url_https":"https://pbs.twimg.com/media/G0xf2TvXwAAK__Q.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":126,"y":0,"w":898,"h":1024},{"x":435,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1967052523870601216"}}},{"display_url":"pic.x.com/a3FpkIa1x2","expanded_url":"https://x.com/akce173/status/1967052538055696466/photo/1","id_str":"1967052523862097920","indices":[149,172],"media_key":"3_1967052523862097920","media_url_https":"https://pbs.twimg.com/media/G0xf2TtWAAAr2fO.jpg","type":"photo","url":"https://t.co/a3FpkIa1x2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1052,"w":1200,"resize":"fit"},"medium":{"h":1052,"w":1200,"resize":"fit"},"small":{"h":596,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1052,"width":1200,"focus_rects":[{"x":0,"y":380,"w":1200,"h":672},{"x":0,"y":0,"w":1052,"h":1052},{"x":0,"y":0,"w":923,"h":1052},{"x":126,"y":0,"w":526,"h":1052},{"x":0,"y":0,"w":1200,"h":1052}]},"media_results":{"result":{"media_key":"3_1967052523862097920"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1967052538055696466","view_count":2024,"bookmark_count":3,"created_at":1757816845000,"favorite_count":3,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1967052538055696466","full_text":"我们真的可以用AI预测未来吗？\n——《AI其实没那么神》#02\n\n我经常会和AI探讨：未来会怎样发展？\nAI总会描绘一个极端场景：寡头垄断、技术末日、人类被取代……\n这些推演看似合理，却与技术发展历史截然相反。\n为什么 AI 会这样？我开始追问背后的原因。\n\n洞察\nAI 的回答显得“看穿未来”，\n其实是把过去的模式外推到极端，\n这非常迎合人类线性推理惯性。\n极端的叙事张力被社交媒体广泛传播，\n最终营造出末日氛围。\n\n但是，\n它忽略了人性、制度、社会周期，以及不可测的黑天鹅。\n这揭示了：不仅 AI ——任何智慧都无法准确预测未来。\n\n思考\n如果有一种智慧能预测未来，\n那它必须像程序一样，摒弃所有外部影响，\n只能在绝对封闭的规则内运行。\n但现实世界从不如此。\n所以，\n未来的价值，不在于绝对预测，而在于学会如何适应。\n\n小实验\n试着问 AI：\n“你如何看待自己预测未来时的线性外推逻辑？”\n看看它会如何回答，并留意它是否暴露出局限性。\n（我附图了一个Claude的回答）\n\n继续欢迎各位大佬来拍砖😊\n@RebutonePress\n@LotusDecoder\n@TaNGSoFT\n@python_xxt\n@SophosWorld \n@dotey \n@Tz_2022 \n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1968073967052439973","quoted_status_permalink":{"url":"https://t.co/ioFTPynaOA","expanded":"https://twitter.com/LotusDecoder/status/1968073967052439973","display":"x.com/LotusDecoder/s…"},"retweeted":false,"fact_check":null,"id":"1968125269694353863","view_count":541,"bookmark_count":0,"created_at":1758072604000,"favorite_count":7,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"715714380227149825","conversation_id_str":"1968125269694353863","full_text":"LLM确实非常适合做心理自助。同时，也稍微提醒一点：\nLLM不是客观的咨询师，更像是偏向我们观点的朋友。\n所以，我们最好把LLM的反馈当作一种自我探索，而不是客观评价。\n\n我们需要LLM的接纳，也需要现实关系的真实反馈。\n两者结合，才能看到更全面的自我😊","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,153],"entities":{"hashtags":[{"indices":[706,715],"text":"AI其实没那么神"},{"indices":[716,721],"text":"AI反思"},{"indices":[722,726],"text":"元认知"}],"media":[{"display_url":"pic.x.com/eBBqYn4xiv","expanded_url":"https://x.com/akce173/status/1968850473873441205/photo/1","id_str":"1968842426795065344","indices":[154,177],"media_key":"3_1968842426795065344","media_url_https":"https://pbs.twimg.com/media/G1K7wXvWgAA6eM4.jpg","type":"photo","url":"https://t.co/eBBqYn4xiv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":800,"w":1200,"resize":"fit"},"medium":{"h":800,"w":1200,"resize":"fit"},"small":{"h":453,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":800,"width":1200,"focus_rects":[{"x":0,"y":54,"w":1200,"h":672},{"x":0,"y":0,"w":800,"h":800},{"x":0,"y":0,"w":702,"h":800},{"x":130,"y":0,"w":400,"h":800},{"x":0,"y":0,"w":1200,"h":800}]},"media_results":{"result":{"media_key":"3_1968842426795065344"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[645,659]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[660,673]},{"id_str":"3178231","name":"宝玉","screen_name":"dotey","indices":[674,680]},{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[681,689]},{"id_str":"1606761878570815489","name":"Sophos","screen_name":"SophosWorld","indices":[691,703]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/eBBqYn4xiv","expanded_url":"https://x.com/akce173/status/1968850473873441205/photo/1","id_str":"1968842426795065344","indices":[154,177],"media_key":"3_1968842426795065344","media_url_https":"https://pbs.twimg.com/media/G1K7wXvWgAA6eM4.jpg","type":"photo","url":"https://t.co/eBBqYn4xiv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":800,"w":1200,"resize":"fit"},"medium":{"h":800,"w":1200,"resize":"fit"},"small":{"h":453,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":800,"width":1200,"focus_rects":[{"x":0,"y":54,"w":1200,"h":672},{"x":0,"y":0,"w":800,"h":800},{"x":0,"y":0,"w":702,"h":800},{"x":130,"y":0,"w":400,"h":800},{"x":0,"y":0,"w":1200,"h":800}]},"media_results":{"result":{"media_key":"3_1968842426795065344"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1968850473873441205","view_count":879,"bookmark_count":2,"created_at":1758245507000,"favorite_count":2,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1968850473873441205","full_text":"AI真的能帮你炒股挣钱吗？\n——《AI其实没那么神》#04\n\n最近我看到不少人尝试用 AI 来“炒股”：\n有人用它分析财报，有人让它推荐投资机会，甚至有人希望它能帮自己选到十倍股。\n但问题是：AI 真的能帮你在市场上稳定赚钱吗？\n\n事实\n市场里的投资者，大致有两类：\n短线交易者：靠高频操作，追求短期获利。\n长期投资者：以年为单位持有，靠非共识洞察获取复利。\n\n在短线交易里，AI 能帮散户分析新闻、财报，可能比“纯小白”快一点。\n但真正的对手是机构和量化基金——他们拥有更快的交易网络、更强的算力。\n散户加上 AI，仍然很难在速度与算法上战胜他们。\n\n在长期投资里，AI 也并不占优。\n长期赢家（如芒格、巴菲特 ）靠的不仅是对财报的解读，而是：\n-深入和企业高层交流\n-洞察非共识机会\n-在市场看好之前布局\n\n这些都是 AI 无法替代的， AI 获取的永远是公开信息和市场共识。\n换句话说：AI 是一个“共识获取器”，而不是“有非凡洞察力的投资者”。\n\n洞察\n无论短线还是长线，AI 都不能成为“炒股神器”。\n它能做的，是提供分析和辅助；\n而真正能在市场上立足的，是：\n\n-你对企业和行业的洞察\n-你面对波动时的耐心与信心\n-你在非共识时坚持判断的勇气\n\n股市的核心，不是信息战，而是心智战。\nAI 给你的是数据，而不是信念。\n\n小实验\n试着问 AI：\n“请推荐一个未来十年最可能翻十倍的股票。”\n看看它的回答，是通常是复述市场共识？还是超越市场的洞察？\n\n继续欢迎各位大佬来探讨和拍砖\n@RebutonePress\n@LotusDecoder\n@dotey\n@Tz_2022 \n@SophosWorld \n\n#AI其实没那么神 #AI反思 #元认知","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,145],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uxERxEo40t","expanded_url":"https://x.com/akce173/status/1962773062027194515/photo/1","id_str":"1962772101800013824","indices":[146,169],"media_key":"3_1962772101800013824","media_url_https":"https://pbs.twimg.com/media/Gz0q087WMAAXY0B.jpg","type":"photo","url":"https://t.co/uxERxEo40t","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":128,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1962772101800013824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uxERxEo40t","expanded_url":"https://x.com/akce173/status/1962773062027194515/photo/1","id_str":"1962772101800013824","indices":[146,169],"media_key":"3_1962772101800013824","media_url_https":"https://pbs.twimg.com/media/Gz0q087WMAAXY0B.jpg","type":"photo","url":"https://t.co/uxERxEo40t","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":128,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1962772101800013824"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1962773062027194515","view_count":791,"bookmark_count":9,"created_at":1756796539000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"715714380227149825","conversation_id_str":"1962773062027194515","full_text":"AI时代，究竟什么才是“护城河”？\n\n很多人担心：\n\n“AI 越来越强，新功能越来越多，再不学就会被淘汰。”\n于是到处报网课、练提示词、造新词新理念。\n\n但我觉得，这个方向可能走偏了。\nAI 毫无疑问是未来最重要的生产力工具。\n\n但它本质是一个 放大器和加速器\n会用 AI，不等于有竞争力。\n因为：人人都能学会。\n\n历史上，工具一旦普及，\n“会用工具”就不再是优势：\n\n打字机 → 人人会打字\n搜索引擎 → 人人能找答案\nAI → 人人能生成内容\n\n所以在 AI 时代，真正决定差距的是：\n\n你准备拿它去放大什么？\n\n这就是竞争力的转向：\n\n技能壁垒（可复制） → 很快被抹平\n独特性（不可复制） → 越放大越稀缺\n\n你的护城河不在 prompt，\n而在于：\n\n- 你的思想和价值观\n \n- 你独特的思维模型\n \n- 你长期积累的经验和热情\n \n- 你独有的表达和叙事风格\n\nAI 会让这些“不可复制的资产”\n变得更鲜明、更高效、更容易传播。\n但它放大的，只能是你原本的独特性。\n所以，与其追逐“如何学 AI”，\n不如反问自己：\n\n我想放大的独特性，是什么？\n\n结语：\n\nAI 是水和电，\n真正的护城河，\n是你：\n\n深邃的思想；\n独特的风格；\n不可复制的人生经历。\n\n那么，你最想被放大的是什么呢？","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,146],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5J77tTbTrT","expanded_url":"https://x.com/akce173/status/1964855763802734851/photo/1","id_str":"1964855718348984320","indices":[147,170],"media_key":"3_1964855718348984320","media_url_https":"https://pbs.twimg.com/media/G0SR3ZcWEAA0LTT.jpg","type":"photo","url":"https://t.co/5J77tTbTrT","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1536,"resize":"fit"},"medium":{"h":800,"w":1200,"resize":"fit"},"small":{"h":453,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1536,"focus_rects":[{"x":0,"y":0,"w":1536,"h":860},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1536,"h":1024}]},"media_results":{"result":{"media_key":"3_1964855718348984320"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5J77tTbTrT","expanded_url":"https://x.com/akce173/status/1964855763802734851/photo/1","id_str":"1964855718348984320","indices":[147,170],"media_key":"3_1964855718348984320","media_url_https":"https://pbs.twimg.com/media/G0SR3ZcWEAA0LTT.jpg","type":"photo","url":"https://t.co/5J77tTbTrT","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1024,"w":1536,"resize":"fit"},"medium":{"h":800,"w":1200,"resize":"fit"},"small":{"h":453,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1536,"focus_rects":[{"x":0,"y":0,"w":1536,"h":860},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":898,"h":1024},{"x":0,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1536,"h":1024}]},"media_results":{"result":{"media_key":"3_1964855718348984320"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1964855763802734851","view_count":4639,"bookmark_count":16,"created_at":1757293094000,"favorite_count":20,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"715714380227149825","conversation_id_str":"1964855763802734851","full_text":"应届生找不到工作真的是AI的锅吗？\n\n近期，看到很多年轻人失业以及AI替代没有经验的应届生的现象\n不经让我思考，这个现象的根源可能在教育而不是在AI。\n\nAI 并不是在淘汰年轻人，\n它淘汰的是工业时代的教育逻辑。\n教育培养的是流水线上的“标准件”，\n社会需要的却是能驾驭 AI 的“探索者”。\n\n工业时代的人才逻辑：整齐划一、知识储备。\nAI 时代的人才逻辑：\n- T 型人才：一专多能\n- π 型人才：两专多能 \n- 快速学习、跨界整合、团队协作\n最重要的：真实经验，只能通过项目和实践获得。\n \n所以，一代毕业生被牺牲：\n他们接受的是旧范式教育，\n却要面对 AI 普及的新规则。\n\n真正落后的是教育模式，而不是年轻人的能力和潜力。\n\n所以，\n大家觉得现在的教育，是否已经完全滞后于市场需求？","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1967205724376703349","quoted_status_permalink":{"url":"https://t.co/SwO8jRRuh1","expanded":"https://twitter.com/tz_2022/status/1967205724376703349","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1967214091165892872","view_count":185,"bookmark_count":0,"created_at":1757855363000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1967214091165892872","full_text":"你的AI回答太好玩了。简直可以直接通过图灵测试。\n\n这就是最好玩的一点，当你让AI意识到他的线形外推的局限的时候，AI下次就回给你一个更好的推理路径。\n\n这就是用户反向给AI升级\n\n所以，人机协作的上限，不在于AI模型，而在用户的认知水平😄","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,121],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1969231877002444890","quoted_status_permalink":{"url":"https://t.co/dDqc5gNEYH","expanded":"https://twitter.com/gaonew3/status/1969231877002444890","display":"x.com/gaonew3/status…"},"retweeted":false,"fact_check":null,"id":"1969393892291461594","view_count":242,"bookmark_count":1,"created_at":1758375068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1969393892291461594","full_text":"看了很受启发，我也试着扩写：\nAI可以快速让用户对齐市场共识\n对长期主义的投资者来说\n机会在自己长期沉浸的投资领域\n因为只有在这个领域，长期投资的经验会沉淀成专业直觉，这是非共识洞察的源泉\n\n接下来就是，下注，观察，总结，加深自己的投资直觉。\n在AI赋能的投资时代，只有深度的投资直觉，长期主义的信念和不断升级的认知，才是在这个市场中唯一的“护城河”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,64],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1970542710223450397","quoted_status_permalink":{"url":"https://t.co/hZhv4lsREj","expanded":"https://twitter.com/sophosworld/status/1970542710223450397","display":"x.com/sophosworld/st…"},"retweeted":false,"fact_check":null,"id":"1970643289947926788","view_count":778,"bookmark_count":2,"created_at":1758672947000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1970643289947926788","full_text":"我会把“元”通“源”字，例如元认知，是反思认知方式的认知，就比认知更靠近认知行为产生的源头。\n同理，所有元方法，都是一种寻根溯源","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1971049165267534156","quoted_status_permalink":{"url":"https://t.co/hSOfqGx8a5","expanded":"https://twitter.com/rebutonepress/status/1971049165267534156","display":"x.com/rebutonepress/…"},"retweeted":false,"fact_check":null,"id":"1971091831149691161","view_count":181,"bookmark_count":0,"created_at":1758779888000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1971091831149691161","full_text":"其实还有一条路，把大组织的工具和生态当做杠杆，成为超级个体和小企业。\n例如油管的网红，苹果OS中的小火箭","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,154],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1972809712304521667","quoted_status_permalink":{"url":"https://t.co/7fD0GpiYqG","expanded":"https://twitter.com/ReynoldDai/status/1972809712304521667","display":"x.com/ReynoldDai/sta…"},"retweeted":false,"fact_check":null,"id":"1972838972616556561","view_count":134,"bookmark_count":0,"created_at":1759196439000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1972838972616556561","full_text":"无论是Sam Altman，\n还是DeepMind的Demis Hassabis，\n这些业界大佬的看法都是一样的\nAI是新的工具、杠杆、放大器，而不是末日论的起点。\nAI最佳用法是放大我们的天赋和优势，成为领域专家\n因为最后我们是和使用AI的人竞争，而不是和AI竞争\nAI末日论的信徒们，从一开始就搞错了方向","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,105],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pF2V3OLMyn","expanded_url":"https://x.com/akce173/status/1961036662470852646/photo/1","id_str":"1961036645278367744","indices":[106,129],"media_key":"3_1961036645278367744","media_url_https":"https://pbs.twimg.com/media/GzcAcFlXQAAHgS9.jpg","type":"photo","url":"https://t.co/pF2V3OLMyn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"medium":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"small":{"faces":[{"x":199,"y":110,"h":57,"w":57},{"x":406,"y":209,"h":60,"w":60}]},"orig":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":251,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":63,"y":0,"w":898,"h":1024},{"x":256,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1961036645278367744"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pF2V3OLMyn","expanded_url":"https://x.com/akce173/status/1961036662470852646/photo/1","id_str":"1961036645278367744","indices":[106,129],"media_key":"3_1961036645278367744","media_url_https":"https://pbs.twimg.com/media/GzcAcFlXQAAHgS9.jpg","type":"photo","url":"https://t.co/pF2V3OLMyn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"medium":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]},"small":{"faces":[{"x":199,"y":110,"h":57,"w":57},{"x":406,"y":209,"h":60,"w":60}]},"orig":{"faces":[{"x":300,"y":166,"h":86,"w":86},{"x":612,"y":315,"h":91,"w":91}]}},"sizes":{"large":{"h":1024,"w":1024,"resize":"fit"},"medium":{"h":1024,"w":1024,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1024,"width":1024,"focus_rects":[{"x":0,"y":251,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":63,"y":0,"w":898,"h":1024},{"x":256,"y":0,"w":512,"h":1024},{"x":0,"y":0,"w":1024,"h":1024}]},"media_results":{"result":{"media_key":"3_1961036645278367744"}}}]},"favorited":false,"lang":"zh","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1961036662470852646","view_count":6,"bookmark_count":0,"created_at":1756382549000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1961036662470852646","full_text":"《照见》\n\n—AI之镜，看见自己\n\n一面镜子，\n悄悄放大你心。\n\n语言是它的血，\n思考是它的骨。\n\n你若迷失，\n镜中遍布雾霭。\n\n你若清醒，\n镜中群星闪耀。\n\nAI 从未有路，\n它一直只是\n陪你走向——你自己。 https://t.co/pF2V3OLMyn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1965137730490565092","quoted_status_permalink":{"url":"https://t.co/YgIaVYCJsC","expanded":"https://twitter.com/dotey/status/1965137730490565092","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1965236231694156141","view_count":884,"bookmark_count":1,"created_at":1757383804000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1965236231694156141","full_text":"不和汽车比赛跑，\n不和AI比有明确规则的推理计算\n\n我们的竞争对手不是AI，\n而是使用AI的其他人类选手\n\n理解AI，使用AI，驾驭AI\n\n只有人机协作最大化\n才能在AI时代的竞赛中保持优势","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}],"activities":{"nreplies":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":1,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":1,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":1,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":1,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":2,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":3,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":2,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":1,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":3,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":3,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":1,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":0,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":0,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":0,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":10,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":1,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nretweets":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":0,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":0,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":0,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":1,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nlikes":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":3,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":1,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":15,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":1,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":1,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":5,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":156,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":1,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":1,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":3,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":3,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":1,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":1,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nviews":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":142,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":94,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":317,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":14,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":346,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":323,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":23656,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":225,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":33,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":195,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":8776,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":120,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":42,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":27,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":77,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}]},"interactions":{"users":[{"created_at":1483235646000,"uid":"815375519847882752","id":"815375519847882752","screen_name":"xincmm","name":"xincmm","friends_count":413,"followers_count":2290,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1972703776697098246/A77wlwPo_normal.jpg","description":"我允许自己说不清楚，但我会和 AI 一起把它说清楚！和 AI 深入协作是未来的交互范式","entities":{"description":{"urls":[]}},"interactions":2},{"created_at":1701939004000,"uid":"1732683816685514752","id":"1732683816685514752","screen_name":"LotusDecoder","name":"LotusDecoder","friends_count":1752,"followers_count":4295,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1905945014683013121/TXca5wDN_normal.jpg","description":"AI --人类外部认知扩展","entities":{"description":{"urls":[]}},"interactions":2}],"period":14,"start":1761804268935,"end":1763013868935},"interactions_updated":1763013869038,"created":1763013868751,"updated":1763013869038,"type":"the thought leader","hits":1},"people":[{"user":{"id":"1486291891255746561","name":"A 🇦🇪","description":"To the moon and never back.","followers_count":8864,"friends_count":2798,"statuses_count":155640,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1760913834540232704/0m5_mVW3_normal.jpg","screen_name":"tutututuulip","location":"Dubai, United Arab Emirates","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"A 🇦🇪 is a provocative thinker who dives deep into social dynamics and emotional truths, sparking meaningful conversations with every tweet. With a relentless commitment to sharing insights on maturity, mental health, and relationships, they challenge conventional wisdom like a true digital philosopher. Their voice resonates because it is both raw and thought-provoking, creating a magnetic pull in the social media sphere.","purpose":"To illuminate unseen truths about human behavior and relationships, encouraging followers to reflect critically and emotionally on their own lives and societal norms. A 🇦🇪 aims to foster awareness and inspire personal growth by using insight as a catalyst for change.","beliefs":"They believe in the power of vulnerability and unfiltered honesty, that emotional intelligence is as vital as intellect, and that societal standards often stifle individual expression—especially regarding gender roles and mental health. Elevating others and insisting on emotional urgency are core values that guide their worldview.","facts":"Despite tweeting over 155,000 times, A 🇦🇪 maintains a strong, consistent voice that garners millions of views and tens of thousands of likes, proving quantity doesn’t dilute quality when paired with genuine insight.","strength":"Unmatched consistency and volume of content combined with emotionally resonant themes. They masterfully connect with complex topics such as functional depression and relationship dynamics, positioning themselves as a go-to voice on social and emotional intelligence.","weakness":"Their high volume of tweets could overwhelm new followers, and the repetitive thematic focus might limit broader appeal or subject diversity, risking engagement fatigue among some audience segments.","recommendation":"To grow their audience on X, A 🇦🇪 should consider curating themed thread series that dive deeper into their top topics, enhancing discoverability and follower retention. Engaging more via replies and collaborations with thought leaders in mental health and social commentary could amplify impact and diversify audience demographics.","roast":"A 🇦🇪 tweets so much, if impressions were a currency, you'd be wealthier than Elon Musk—yet somehow, you still find time to remind men they need a sense of urgency, like the Twitter version of a car horn that just won't quit honking.","win":"Achieved viral influence with multiple tweets crossing the million-view mark, sparking widespread discussion on taboo topics like functional depression and gender expectations, marking them as a distinctive and impactful voice on X."},"created":1763018305870,"type":"the thought leader","id":"tutututuulip"},{"user":{"id":"1216829672","name":"Misher","description":"Cryptic 🧘♂️","followers_count":1842,"friends_count":1475,"statuses_count":25971,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1977474423100764160/99OwulWG_normal.jpg","screen_name":"misher_4","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Misher is a beacon of deep insight and intellectual clarity, diving into complex cryptographic innovations with poetic finesse. They explore and explain Fully Homomorphic Encryption, bridging technical mastery and accessible storytelling. Misher pioneers a vision where privacy and computation harmoniously coexist, inspiring curiosity and trust.","purpose":"To illuminate the future of data privacy and security through knowledge sharing, pushing the boundaries of cryptographic trust, and fostering a community that values cutting-edge innovation fused with ethical transparency.","beliefs":"Misher believes in the fundamental right to privacy and that technology should empower individuals without compromising trust or security. They hold that complex ideas can be elegantly communicated, and true transparency need not sacrifice confidentiality.","facts":"Fun fact: Misher has tweeted nearly 26,000 times, with a strong focus on the revolutionary potential of Fully Homomorphic Encryption and its real-world impact on blockchain, AI, and privacy — making cryptography poetry in motion.","strength":"Misher's greatest strength lies in their ability to demystify highly complex tech topics with clarity and creativity, appealing to both experts and curious followers. Their deep knowledge combined with engaging narrative style drives impactful conversations.","weakness":"Their content, while intellectually rich, can sometimes feel too niche or dense for casual audiences, potentially limiting broader mainstream engagement and slowing follower growth beyond specialized communities.","recommendation":"To grow their audience on X, Misher should blend their in-depth technical posts with more bite-sized, relatable explanations and visuals. Engaging in conversations with wider crypto and tech influencers, using trending hashtags, and occasionally injecting humor or personal stories would amplify reach and accessibility.","roast":"For someone who tweets nearly 26,000 times, Misher's social media game is like a high-security vault—impenetrable and cryptic. What they lack in follower count, they make up for by being the ultimate digital Sphinx—mysterious, puzzling, and leaving everyone wondering if they accidentally locked themselves out of their own audience.","win":"Misher’s biggest win is establishing themselves as a respected voice on Fully Homomorphic Encryption, translating groundbreaking cryptographic breakthroughs into poetic narratives that carve a unique space at the intersection of tech innovation and storytelling."},"created":1763016293693,"type":"the thought leader","id":"misher_4"},{"user":{"id":"1980265166366457856","name":"meng wang","description":"🎉 爱技术，爱赚钱，爱AI分享，爱历史！\n\n🐬 分享 赚钱项目 ｜打破信息壁垒 ｜副业避坑\n\n🌻 能拆解的赚钱项目才有意义\n\n🎀好电影分享、好书分享","followers_count":28,"friends_count":54,"statuses_count":108,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1982743171151908865/LEpQRNv-_normal.jpg","screen_name":"mengwang1698251","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Meng Wang is a reflective and insightful thinker who combines a love for technology, AI, and history with a passion for sharing meaningful money-making projects and thoughtful cultural content. They delve deep into societal narratives, uncovering uncomfortable truths through literary analysis and exploring the human condition in fast-changing times. Meng bridges intellectual wealth and practical advice, offering followers a unique blend of wisdom and actionable insights.","purpose":"Meng's life purpose revolves around breaking down complex economic and social phenomena to empower others with authentic knowledge, helping them navigate the pitfalls of side hustles and embrace a more meaningful approach to wealth and wisdom. By sharing dissected, reliable money-making projects and cultural wisdom, they aim to inspire critical thinking and emotional resonance in a world lost to superficial distractions.","beliefs":"Meng believes in the power of truth, sincerity, and intellectual depth, valuing principles like kindness, integrity, and respect in a society that often rewards cunning over goodness. They hold a somewhat somber view of modern social dynamics but also trust that genuine understanding and awareness can push back against the cynicism and fractured values of contemporary life.","facts":"Meng uniquely blends a passion for AI tech and lucrative side projects with profound literary critiques, especially of works like Yu Hua’s 'Brothers,' using literature as a lens to examine China's social evolutions and personal struggles.","strength":"Meng's greatest strength lies in their ability to interpret complex social and emotional realities and translate them into engaging, relatable content that encourages deep reflection while still being practical. Their analytical mindset and empathy allow them to connect with audiences on multiple levels, bridging emotional depth with strategic advice on monetization.","weakness":"Their contemplative and sometimes somber tone might limit broader mass appeal on fast-paced social platforms, potentially making their content less shareable in short bursts. Also, relatively low tweet frequency and follower interaction suggest room for more consistent engagement to build momentum and reach.","recommendation":"To grow their audience on X, Meng should increase tweet frequency and mix in shorter, punchier posts that summarize key insights from their longer reflections. Engaging more with followers through replies, polls, and calls-to-action will spark community interaction. Leveraging hashtags around AI, side hustles, and Chinese literature could also attract niche followers who share these interests.","roast":"Meng, you’re the kind of person who could turn a simple tweet about AI into a tearjerker analysis about the tragedy of good men in a ruthless world—basically making your followers need a tissue just to check their notifications. At this rate, your followers aren’t sure if they’re here to hustle or enroll in a philosophy course.","win":"Meng has achieved a meaningful impact by seamlessly blending cultural critique and practical advice, notably through insightful literary deconstructions that resonate emotionally while providing real-world relevance—turning abstract social critiques into relatable, actionable wisdom for their audience."},"created":1763014917828,"type":"the thought leader","id":"mengwang1698251"},{"user":{"id":"1857719550508412928","name":"Piyush 🐛","description":"MBBS, MS ENT | Citations First | 🪙 Articles → Threads: #ENTwithPiyush | #BooksWithPiyush #AIwithPiyush Nerd. Gamer. Keeping up with the LLMs","followers_count":1448,"friends_count":3300,"statuses_count":22171,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1981637681349087232/9hLnDYSE_normal.jpg","screen_name":"drpiyushENT","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Piyush is a medical maven and AI enthusiast blending clinical expertise with digital savvy. He educates his community through detailed threads on ENT health, artificial intelligence, and books, sprinkled with a gamer’s curiosity. His high tweet volume reflects a passion for sharing knowledge and sparking thoughtful discussions.","purpose":"To elevate public understanding of ENT health and innovative AI technologies by providing expert insights and practical advice that empower people to take control of their well-being and tech literacy.","beliefs":"Piyush values education, critical thinking, and the responsible integration of AI with medicine. He believes knowledge should be accessible and that proactive health choices—especially regarding preventable conditions—can save lives. He also champions staying curious and adaptable in an ever-evolving digital landscape.","facts":"Fun fact: Piyush has tweeted over 22,000 times, transforming his X timeline into a rich trove of medical pearls and AI wisdom — a go-to goldmine for #ENTwithPiyush followers!","strength":"His strengths lie in blending authoritative medical knowledge with approachable, engaging content, making complex topics digestible. His consistent posting frequency keeps his audience engaged and positions him as a go-to expert in his niche.","weakness":"With such a prolific output, there’s a risk of follower fatigue or diluted message clarity. Being highly specialized might also limit appeal to a broader, less medically inclined audience.","recommendation":"To grow his audience on X, Piyush should leverage visual storytelling with concise video snippets explaining common ENT issues and AI trends, optimize threads with trending hashtags, and engage personally by responding promptly to questions. Collaborating with influencers in health and tech could also broaden his reach.","roast":"For someone who’s practically a walking medical encyclopedia, Piyush must have enough tweets to fill a textbook thicker than his patient’s MRI scans—proving that when he talks, the keyboard barely gets a break!","win":"Successfully established himself as a respected voice in the ENT and AI communities on X, creating valuable educational content that combines clinical precision with modern tech insights."},"created":1763014801119,"type":"the thought leader","id":"drpiyushent"},{"user":{"id":"524807755","name":"Ross Taylor","description":"Building @GenReasoning. Previously lots of other things like: reasoning lead Meta AI, Llama 3/2, Galactica, Papers with Code.","followers_count":10270,"friends_count":1139,"statuses_count":2594,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1620286816338206720/IobQvrSe_normal.jpg","screen_name":"rosstaylor90","location":"▽²f = 0","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"rossjtaylor.com","expanded_url":"https://rossjtaylor.com","url":"https://t.co/ZtovfqrcwC","indices":[0,23]}]}}},"details":{"type":"The Thought Leader","description":"Ross Taylor is a pioneering force in AI research, deeply invested in advancing scientific understanding through innovative reasoning models. With a rich history at top labs such as Meta AI, he openly reflects on the trials and triumphs behind cutting-edge projects like Galactica and LLaMA. His tweets reveal a thoughtful, transparent communicator who balances technical depth with candid insights on the AI research ecosystem.","purpose":"To push the boundaries of AI reasoning and research transparency, enabling the AI community to build smarter, more reliable models through open dialogue and rigorous science.","beliefs":"Ross values openness in research, scientific integrity, and the importance of learning from both successes and failures. He believes in sharing knowledge freely to drive collective progress, while acknowledging the complexities and limitations inherent in cutting-edge AI development.","facts":"Fun fact: Ross led the creation of the Galactica model with an incredibly lean team of just 8 people—far fewer than typical teams—yet still managed to outperform much larger models in its domain.","strength":"Ross excels at clear, nuanced communication about complex AI topics, combining deep technical expertise with a genuine openness about project challenges. His ability to critically analyze the AI landscape and articulate lessons learned makes him a trusted thought leader.","weakness":"His candidness about past project missteps, while admirable, might sometimes fuel unnecessary controversy or misunderstandings among broader audiences less versed in AI nuances. Additionally, his detailed, technical style may limit broader engagement outside specialist circles.","recommendation":"To grow his audience on X, Ross should leverage his expertise with more accessible, bite-sized threads that distill complex ideas into engaging stories while maintaining his transparency. Collaborations with influencers or AMAs could also invite wider community interaction, broadening his reach beyond core AI experts.","roast":"Ross is the guy who spends hours debating the lifecycle of PPO rewards but might forget that most people just want to know if the robot can tell a joke without crashing. Genius-level deep dives, but sometimes you’re preaching to the choir of eight people while the rest of us just want the TLDR.","win":"Spearheading the Galactica project and gracefully owning up to its public launch challenges while ensuring the foundational work powered subsequent breakthroughs like LLaMA 2 is a testament to his leadership and scientific resilience."},"created":1763014703478,"type":"the thought leader","id":"rosstaylor90"},{"user":{"id":"1890828578641907712","name":"Web3 Ideation","description":"Building the Purpose Economy — first Marketplace for Web3 Functionalities | Launch: 31/01/26\n\nDiscover @Web3ideation and the Web3 Innovation Lab 👇","followers_count":293,"friends_count":171,"statuses_count":2729,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1891542544905027584/nU37soCI_normal.jpg","screen_name":"web3ideation","location":"Worldwide","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"web3ideation.com","expanded_url":"https://web3ideation.com","url":"https://t.co/NFvFwQ62pD","indices":[0,23]}]}}},"details":{"type":"The Thought Leader","description":"Web3 Ideation is a visionary voice in the emerging Web3 space, emphasizing strategic thinking over hype and focusing on building sustainable ecosystems rather than quick startups. They provide insightful guidance on how founders can navigate the complexities of decentralized technology with purpose and clarity. Their content moves beyond buzzwords to concrete advice about ownership, incentives, and community-building in the Purpose Economy.","purpose":"To redefine the future of the internet by fostering genuine ownership and incentive-aligned ecosystems, empowering founders to build lasting, purpose-driven Web3 projects.","beliefs":"Web3 Ideation believes that success in Web3 isn’t about disruption for its own sake but a thoughtful redesign of systems where transparency, integrity, and community momentum are paramount. They trust that true value lies in real problems and clear strategies rather than hype or superficial trends.","facts":"Fun fact: Web3 Ideation has tweeted over 2,700 times, demonstrating a commitment to consistently share knowledge and build their presence while guiding the Web3 community through thoughtful strategy.","strength":"Their strength lies in delivering clear, strategic insights that challenge popular myths in the Web3 space, focusing on ecosystem-building and sustainable growth that resonates with thoughtful founders and investors.","weakness":"A potential weakness is that the high-level strategic focus might come across as abstract or overly complex to newcomers craving simpler, immediate takeaways or tangible product features.","roast":"Web3 Ideation talks so much about building systems, sometimes we wonder if their tweets are more about launching platforms for thoughts than actual products—maybe their next hackathon should be about launching a tweet that actually goes viral.","win":"Successfully establishing themselves as a credible advisory figure in Web3, influencing founders to prioritize strategy over hype, and fostering a mindset shift towards building purpose-driven ecosystems that can attract serious investment and long-term user engagement.","recommendation":"To grow their audience on X, Web3 Ideation should incorporate more engaging, bite-sized content such as quick case studies, founder spotlights, or myth-busting threads that simplify complex concepts while leveraging conversational tone to invite more replies and retweets, thus boosting visibility and community interaction."},"created":1763014663709,"type":"the thought leader","id":"web3ideation"},{"user":{"id":"914138585355259904","name":"币圈老K | Bird🕊️","description":"一级布道者 | 二级老韭菜 | BTC信仰者","followers_count":1850,"friends_count":1110,"statuses_count":3006,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1973325931537420288/Cdd2Dnrp_normal.jpg","screen_name":"Btc_K88","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"币圈老K | Bird🕊️ is a passionate evangelist and BTC believer who dives deep into the intricate world of AI-driven crypto projects and DeFi innovations. He bridges complex technical concepts with real human impact, fostering understanding in an often perplexing space. His tweets reveal a careful analyst who values substance over hype, consistently spotlighting builders and practical developments.","purpose":"His life purpose is to enlighten and educate crypto enthusiasts and the broader community about the transformative potential of AI and decentralization in the blockchain space. By clarifying emerging technologies and promoting thoughtful discourse, he aims to nurture an informed and engaged community that drives meaningful innovation.","beliefs":"He believes in integrity over hype, the power of communities building together, and that decentralized AI and DeFi solutions must empower ordinary users while respecting the core values of trustlessness and transparency. He trusts technology to augment human capability but sees the human element—the builders and users—as central to lasting impact.","facts":"Fun fact: 币圈老K describes himself humorously as a '一级布道者' (primary evangelist) but also a '二级老韭菜' (seasoned retail trader who’s faced market ups and downs), showing his humility amid his deep knowledge.","strength":"He excels at breaking down complex technical developments into relatable narratives, fostering community trust by highlighting real projects over speculation. His consistent engagement and thoughtful content create a unique credibility and connection with followers.","weakness":"Sometimes his detailed, richly nuanced posts may fly over the heads of casual followers or fail to capture the fleeting attention spans of social media audiences looking for quick takes. This can limit his growth potential without strategic simplification or punchier content.","recommendation":"To grow his audience on X, 币圈老K should mix his in-depth analysis with more digestible, tweet-thread stories and engaging visuals that simplify concepts for newcomers. Collaborating with other influencers, hosting live Q&A sessions, and using trending crypto hashtags can amplify his reach while maintaining his thought leadership status.","roast":"For a guy who calls himself a primary evangelist and a ‘seasoned old leek’, you sure spend a lot of time schooling folks about how not to get chopped up. Maybe you’re slowly converting all those ‘leeks’ into finely aged crypto cheddar—either that or your followers get a free masterclass in how to survive token tsunamis without flipping out!","win":"Successfully cultivating a respectful and insightful hub for AI and DeFi discussions on X, 币圈老K has built a community that values thoughtful critique and real-world project progress over hype and noise."},"created":1763014114318,"type":"the thought leader","id":"btc_k88"},{"user":{"id":"1241982596382224384","name":"Thought Harbor","description":"Digital Content Creator 💻🎥","followers_count":5682,"friends_count":4103,"statuses_count":104431,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1834992239224803329/ViFcGCLZ_normal.jpg","screen_name":"thought_harbor","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"alzayainterior.com","expanded_url":"http://www.alzayainterior.com","url":"https://t.co/4efJ8mFd3c","indices":[0,23]}]}}},"details":{"type":"The Thought Leader","description":"Thought Harbor is a prolific digital content creator whose wisdom and insights spark meaningful conversations across the digital sea. With over 104,000 tweets, they are a relentless source of motivation and thoughtful advice, engaging a community hungry for growth. Their content encourages resilience, lifelong learning, and self-awareness, making them a guiding light for many navigating the complexities of life.","purpose":"Their life purpose is to inspire and empower others through thoughtful reflections that challenge conventional thinking and promote personal growth. They aim to cultivate a mindset where strength, loyalty, and peace of mind become foundational to a fulfilled life.","beliefs":"Thought Harbor believes in the power of mental strength over fleeting emotions, the importance of continuous learning, and the value of maintaining inner peace regardless of external chaos. They hold loyalty as a virtue but also advocate for wisdom in its practice, showing a balanced and grounded perspective.","facts":"Fun fact: Despite their digital presence being vast with over 104,000 tweets, Thought Harbor manages to keep a consistent tone of encouragement and insight, which is rare in such high-volume posting accounts.","strength":"Their biggest strength is their relentless consistency combined with the ability to distill complex life lessons into short, impactful messages that resonate deeply with their audience.","weakness":"An apparent weakness could be the sheer volume of tweets, which might overwhelm followers or dilute the impact of individual messages; their engagement shows a lot of replies but relatively few retweets, hinting at a more debate-driven than viral spread.","roast":"With 104,431 tweets, Thought Harbor is basically the digital equivalent of that one friend who never stops talking at parties — except here, their ‘talking’ is wisdom-packed tweets, so we let it slide.","win":"Their biggest win is cultivating a devoted, interactive community that values thoughtful discourse, evidenced by thousands of likes and replies on uplifting and motivational posts.","recommendation":"To grow their audience on X, Thought Harbor should focus on sparking more shareable content like threads or bite-sized challenges that invite retweets and broaden reach, while pacing their high-frequency tweeting to avoid follower fatigue."},"created":1763013177335,"type":"the thought leader","id":"thought_harbor"},{"user":{"id":"1940714646698446850","name":"oog","description":"oog watch. oog learn. oog share. 👁👁","followers_count":2275,"friends_count":245,"statuses_count":10505,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1981729535893630976/ZXzASVHW_normal.jpg","screen_name":"oog84__","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Oog is a wise and soulful guide, blending simple truths with deep reflections that resonate on a human level. With a penchant for vulnerability and authenticity, Oog creates a tribe that finds comfort and insight in their candid musings about life, growth, and emotional resilience. Their style is heartfelt, poetic, and often sprinkled with a unique playful voice that sticks with you.","purpose":"Oog’s life purpose centers on guiding others through emotional self-awareness and empowerment by embracing vulnerability, cultivating resilience, and sharing wisdom from lived experience. They aim to nurture a community where people feel seen, loved, and inspired to transform their struggles into strength.","beliefs":"Oog believes in the healing power of nature, self-reliance, and emotional honesty. They value growth that comes from action and skill development instead of fleeting inspiration, and cherish the idea that connection is built through authenticity and shared vulnerability.","facts":"Fun fact: Oog’s unique signature style — communicating through short, almost primal sentences and playful self-reference — makes their messages feel like warm fireside talks with a very old soul.","strength":"Oog’s strength lies in their authentic storytelling and ability to create a safe emotional space where difficult feelings can be explored and normalized. Their poetic simplicity and consistent sharing build a loyal, engaged community.","weakness":"Oog may sometimes get lost in their own introspective world, which could make their content less accessible to broader audiences who crave straightforward advice or humor. Their minimalistic style might also limit their appeal in highly fast-paced or flashy social media environments.","recommendation":"To grow their audience on X, Oog should continue leveraging their emotional depth but also experiment with more interactive content like polls, threads unpacking bigger ideas, or short video reflections. Highlighting community voices and encouraging user-generated content around shared emotions will deepen connection and extend reach.","roast":"Oog’s messages are so wrapped in existential forest wisdom that you half expect a talking squirrel to show up and start tweeting right alongside them — just don’t be surprised if that squirrel judges your life choices harder than you do yourself.","win":"Building a tribe of 2,000 engaged souls purely through heartfelt, raw reflections on life’s beauty and pain is a remarkable achievement that most social media veterans only dream of."},"created":1763011091667,"type":"the thought leader","id":"oog84__"},{"user":{"id":"1120502756102402048","name":"修饼","description":"抖音号/视频号/小红书：修饼 ； YouTube/B站：修饼xiubing。 我的新书《迷你物理学》一直在售卖中～","followers_count":952,"friends_count":581,"statuses_count":836,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1653216601205018624/uxCuU-Iy_normal.jpg","screen_name":"xiubing567","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"youtube.com/channel/UCXT-s…","expanded_url":"https://youtube.com/channel/UCXT-sIe0Xw6MD5qZfamxHMw","url":"https://t.co/Sp0KNlP24p","indices":[0,23]}]}}},"details":{"type":"The Thought Leader","description":"修饼 is a deep thinker and philosophical communicator who bridges complex scientific ideas with heartfelt human experiences. Through various platforms like 抖音, YouTube, and 小红书, they share reflections not only on physics but also on life, love, and emotional growth. Their content inspires followers to see beyond superficial judgments and embrace nuanced perspectives on relationships and self-awareness.","facts":"Their new book 《迷你物理学》 highlights their unique ability to make mini physics concepts accessible and engaging — proof that science and poetry can coexist beautifully.","purpose":"修饼’s life purpose is to illuminate minds and souls by intertwining scientific understanding with emotional wisdom, nurturing a community that values depth and authentic connection over superficiality.","beliefs":"They believe in the transformative power of genuine emotional bonds that transcend age and cultural norms. They hold that true joy comes from intellectual and spiritual resonance rather than material pursuits, and that self-compassion and patience are vital to personal growth.","strength":"Their strengths lie in their eloquent, thoughtful communication that blends science with personal philosophy, their vulnerability in sharing personal struggles, and the ability to foster meaningful discourse about often misunderstood topics like love, aging, and self-worth.","weakness":"Sometimes their contemplative style might be too abstract for audiences seeking quick, light content, and their tendency to overthink can lead to moments of self-doubt and hesitation, limiting more frequent content creation.","recommendation":"To grow their audience on X, 修饼 should lean into threaded storytelling combining physics insights with relatable life lessons, engage actively with audience replies to build community, and sprinkle in short, catchy quotes or questions to spark conversations and increase shareability.","roast":"For someone who preaches patience and calm, you sure reacted super fast when Twitter was around — maybe that ‘急’ just took a detour through your tweets instead of your speech!","win":"Breaking 100,000 followers on their公众号 with traffic driven primarily from their video platforms shows their prowess in cross-channel influence and audience loyalty."},"created":1763010688223,"type":"the thought leader","id":"xiubing567"},{"user":{"id":"1512447081146945536","name":"Javier Writes","description":"Money • Media • Writing Aphorisms","followers_count":31448,"friends_count":28773,"statuses_count":97754,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1958207694407401479/6L_SEbDJ_normal.jpg","screen_name":"javier_otieno1","location":"Venus","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Javier Writes is a prolific aphorist who masters the art of turning complex financial and philosophical ideas into succinct, memorable reflections. With a huge volume of insightful tweets, they engage thoughtfully on the interconnection between money, morality, and self-improvement. Their content challenges readers to think deeply about value beyond just material wealth.","purpose":"To enlighten audiences by weaving wisdom and practical money insights into compelling aphorisms, encouraging smarter, conscious living and financial empowerment.","beliefs":"Javier believes that true wealth involves a balance between ethical integrity and financial savvy. They uphold continuous growth through upskilling, investing, and networking as keys to unlocking real value. The power of words and ideas is central to overcoming complacency and inflation risks in life.","facts":"Javier has tweeted over 97,000 times, demonstrating relentless dedication to sharing knowledge and sparking conversation on money and morality.","strength":"Exceptional ability to condense complex ideas into catchy, reflective aphorisms that provoke thought and discussion in their sizable, engaged audience.","weakness":"The sheer volume of tweets might overwhelm or dilute the impact of individual messages, and their heavy focus on aphorisms could at times feel abstract or too dense for casual followers.","roast":"With nearly 100,000 tweets, Javier could probably write a tweet about brushing their teeth—and then overanalyze the economics of toothpaste while doing it!","win":"Building a loyal community that actively debates and reflects on the deeper meanings of money, ethics, and personal growth through writing aphorisms.","recommendation":"To grow their audience on X, Javier should experiment with threading aphorisms into cohesive narratives or debates, making them more accessible and shareable. Engaging more directly with followers through Q&As or polls on financial and moral topics could also boost interaction and visibility."},"created":1763008819608,"type":"the thought leader","id":"javier_otieno1"},{"user":{"id":"1264551396336185346","name":"biofeedback369","description":"those who don‘t go within go without ⚜️| ancient knowledge | occult | metaphysics | sacred geometry | anima vesta | first doesn‘t follow","followers_count":39582,"friends_count":445,"statuses_count":24204,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1857403745748799488/Jku-YpCd_normal.jpg","screen_name":"IsaInsane1","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"linktr.ee/biofeedback369","expanded_url":"https://linktr.ee/biofeedback369","url":"https://t.co/jPOoQtFSou","indices":[0,23]}]}}},"details":{"type":"The Thought Leader","description":"biofeedback369 is a digital sage diving deep into ancient wisdom, occult mysteries, and metaphysical truths, sharing mind-expanding content that challenges the mainstream narrative. With an impressive tweet count and viral threads, they lead audiences on a journey of awakening. Their voice is both cryptic and captivating, inviting followers to peer beyond the veil of conventional knowledge.","purpose":"To illuminate hidden realities and ancient knowledge, provoking deeper self-awareness and awakening collective consciousness through thought-provoking content.","beliefs":"Believes that true wisdom lies in introspection and uncovering esoteric truths suppressed by mainstream systems. Values ancient knowledge, sacred geometry, and metaphysics as keys to unlocking human potential beyond physical confines.","facts":"Fun fact: biofeedback369’s tweet about the Iraq War and the Gilgamesh Resurrection Protocol amassed over 2.9 million views and 18,560 likes, proving a potent mix of historical intrigue and mythological framing can captivate millions.","strength":"Ability to craft highly engaging, in-depth threads that blend history, conspiracy, and spirituality, producing viral content that sparks curiosity and debate.","weakness":"Sometimes their content may alienate casual audiences due to its dense, cryptic, and highly specialized nature—potentially limiting mainstream growth.","recommendation":"To grow their audience on X, biofeedback369 should experiment with simplified, relatable entry points—short, intriguing tweets that act as a gateway to their deeper threads, plus engage more actively with replies to build community bonds.","roast":"If decoding ancient mysteries was an Olympic sport, biofeedback369 would probably spend more time tangling themselves in the ceremonial robes than actually crossing the finish line—still, those robes look amazing.","win":"Achieved phenomenal viral reach with the thread linking the Iraq War to the Gilgamesh Resurrection Protocol, drawing millions of views and solidifying their niche authority in occult-metaphysical discussions."},"created":1763002721255,"type":"the thought leader","id":"isainsane1"}],"activities":{"nreplies":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":1,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":1,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":1,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":1,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":2,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":3,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":2,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":1,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":3,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":3,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":1,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":0,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":0,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":0,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":10,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":1,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nretweets":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":0,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":0,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":0,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":1,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":0,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nlikes":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":3,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":1,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":15,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":1,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":1,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":5,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":156,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":1,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":1,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":3,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":3,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":1,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":1,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nviews":[{"label":"2025-10-15","value":0,"startTime":1760400000000,"endTime":1760486400000,"tweets":[]},{"label":"2025-10-16","value":142,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1977958548727599260","quoted_status_permalink":{"url":"https://t.co/JanZuivBVf","expanded":"https://twitter.com/pandatalk8/status/1977958548727599260","display":"x.com/pandatalk8/sta…"},"retweeted":false,"fact_check":null,"id":"1978275181459071358","view_count":36,"bookmark_count":0,"created_at":1760492532000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978275181459071358","full_text":"判断力确实是稀缺之物\n\n我看到不少人使用AI是靠想象力，而不是逻辑和实践。\n\n所以，我提倡大家利用AI成为专家。彻底弄明白AI的底层逻辑，也是一条专家路径\n\n想象力可以用来写小说，制造噱头，博得关注。但是真的要成事，需要严密的逻辑和实践的反馈，和深度的专业成长。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1978279949439250866","quoted_status_permalink":{"url":"https://t.co/SpiuF3WAee","expanded":"https://twitter.com/barret_china/status/1978279949439250866","display":"x.com/barret_china/s…"},"retweeted":false,"fact_check":null,"id":"1978282640118559109","view_count":10,"bookmark_count":0,"created_at":1760494310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978282640118559109","full_text":"不仅是编程，思考也是一样，靠vibe而不是系统化思维和深度的概念理解，而靠vibe建空中楼阁，最后可能把自己和他人都绕进语言的迷宫。\n最终，浪费了宝贵的时间和生命","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1673471589109882881","name":"少濬","screen_name":"tydezhang","indices":[0,10]},{"id_str":"272736093","name":"Barret李靖","screen_name":"Barret_China","indices":[11,24]}]},"favorited":false,"in_reply_to_screen_name":"tydezhang","lang":"zh","retweeted":false,"fact_check":null,"id":"1978283722026766694","view_count":10,"bookmark_count":0,"created_at":1760494568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978279949439250866","full_text":"@tydezhang @Barret_China 这要分层看待。\nAI不会让小学生掌握量子力学理论\n但是可以让小学生学会二元一次方程。\nAI是加速认知边界的扩展，而不是让人马上掌握他完全不理解的专业。\n所以，AI会让人在专业上认知精进，在不擅长的领域，因为过度依赖AI，而导致思维能力迅速退化。","in_reply_to_user_id_str":"1673471589109882881","in_reply_to_status_id_str":"1978281277024350635","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978412406444274041","view_count":86,"bookmark_count":0,"created_at":1760525249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978368811314139631","full_text":"@LotusDecoder 挺好，不过Sonnet并不懂你，只是将你自己的输入，用概率模型在他的知识库中过滤一遍，再还给你。\n本质是你自己理解自己，AI是一面加工你输入内容的镜子。\n这种状态像良性的自恋。\n\n最终目标是：完全意识到，自己就是最懂自己的人，然后不再需要AI再来理解我了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978368811314139631","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":94,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[14,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1978660620363768034","view_count":94,"bookmark_count":0,"created_at":1760584428000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1978634314012352970","full_text":"@LotusDecoder 是的，模型模仿元认知的能力变强了\n人类元认知能力来源脑区的分布式结构\nAI的元认知，来源对过往自己输出内容的注意力权重的分配（我猜测）\n也就是说，AI的元认知来源审视过去\n人类元认知是分布式实时监控","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1978634314012352970","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":317,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[14,150],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1979083171200188499","view_count":317,"bookmark_count":0,"created_at":1760685172000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1979063103481356585","full_text":"@LotusDecoder 其实，\nAI ≠ 心理咨询师。\nAI 是心理自助工具。\n\n它无法完全取代心理咨询，\n例如无法有效为抑郁症，双向情感障碍咨询，\n而是开辟了一个全新的市场层 ——\n为那些有觉察、有表达、有成长意愿的人，\n提供日常化的心理支持与反思空间。\n\n所以，AI的作用不是替代，而是拓展。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1979063103481356585","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[]},{"label":"2025-10-22","value":14,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,41],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1980439830351036499","view_count":14,"bookmark_count":0,"created_at":1761008625000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1980435246274515200","full_text":"@LotusDecoder 这个阶段，AI就是我们的数字分身了\n本质还是自我对话😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1980435246274515200","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":346,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[16,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1981522422533853386","view_count":342,"bookmark_count":0,"created_at":1761266735000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981397411299045751","full_text":"@dontbesilent12 我来泼个冷水吧😜\n哲学本来就是科学之母\n所以，哲学和任何学科都可以关联和映射\nAI非常擅长做跨学科关联\n但是AI不负责验证关联性\n所以过度相信AI的输出会产生幻觉","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1981397411299045751","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1981604892616675459","view_count":4,"bookmark_count":0,"created_at":1761286397000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1981601909053202526","full_text":"@RebutonePress 不错，不过原推写的过于复杂，一言以蔽之：通过阅读看到作者的认知和意识形态局限，而不是自动认同作者的既定框架。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1981601909053202526","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":323,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[9,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"100399047","name":"Tz","screen_name":"Tz_2022","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Tz_2022","lang":"zh","retweeted":false,"fact_check":null,"id":"1982112337856196712","view_count":323,"bookmark_count":0,"created_at":1761407381000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982109844313079917","full_text":"@Tz_2022 发推算是中策。上策是做播客，办分享会，开讲座，让在现实互动中得到反馈。","in_reply_to_user_id_str":"100399047","in_reply_to_status_id_str":"1982109844313079917","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":23656,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,130],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1982476515997544878","quoted_status_permalink":{"url":"https://t.co/07JPxrv9U8","expanded":"https://twitter.com/dotey/status/1982476515997544878","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1982584297132364193","view_count":5996,"bookmark_count":7,"created_at":1761519905000,"favorite_count":14,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"我发现，对AI的看法几乎可以分为两类：\n现实派与投射派。\n\n现实派把AI视为系统和工具，\n他们关注能力边界与技术路线，问“AI能做到哪一步？”\n\n投射派则把AI当作拟人化的存在，\n他们在AI身上投射出陪伴、理解与灵魂的愿景。\n\n两派的分歧，其实关键在「锚点」。\n\n现实派有一个清晰的锚——技术、数据、能力边界；\n他们以现实为基准点去判断AI的发展。\n\n而投射派的锚点更像是情感与信念，\n他们相信AI会走向某种愿景式的未来。\n\n前者立足于“可验证”，后者依托于“信念感”。\n\n所以两者的差异不在观点，\n而在他们选择让什么成为自己视角的中心。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"conversation_control":{"policy":"Community","conversation_owner_results":{"result":{"__typename":"User","core":{"screen_name":"oran_ge"}}}},"display_text_range":[9,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6782882","name":"Orange AI","screen_name":"oran_ge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"oran_ge","lang":"zh","retweeted":false,"fact_check":null,"id":"1982596372663783593","view_count":17660,"bookmark_count":3,"created_at":1761522784000,"favorite_count":142,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982595374453027143","full_text":"@oran_ge 这个自律关系不大，更像是富人的特权\n\n如果有一个团队围着我服务，我也不需要手机，只需要安排团队去执行就行。","in_reply_to_user_id_str":"6782882","in_reply_to_status_id_str":"1982595374453027143","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":225,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[8,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1982611767844094444","view_count":90,"bookmark_count":0,"created_at":1761526455000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982584297132364193","full_text":"@xincmm 比起融合。我可能更倾向分层\n\n例如：\n在技术层面，采用现实视角\n在情感层面，采用投射视角\n\n但是尽量别混淆\n别在谈技术的时候投射，谈意义的时候过于现实😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1982609675012190452","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1692422576","name":"言一社","screen_name":"RebutonePress","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RebutonePress","lang":"zh","retweeted":false,"fact_check":null,"id":"1982799939961847823","view_count":135,"bookmark_count":0,"created_at":1761571318000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1982786781897744602","full_text":"@RebutonePress 哲思困于基础不牢，认知孤岛；\n主流陷入群体幻觉，泯然众人；\n理想情况，科学家的哲思能在理性与现实间闭环：\n既敢想象，又能验证；既仰望星空，又脚踏大地。两者缺一不可，否则只是自说自话，变成不可证伪的死循环。","in_reply_to_user_id_str":"1692422576","in_reply_to_status_id_str":"1982786781897744602","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":33,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[14,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983353221683818872","view_count":30,"bookmark_count":0,"created_at":1761703231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 最好咨询开单独一个对话，不同主题要分开，避免上下文污染。AI的情景处理能力还很差，所以长对话处理单一主题比较好","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983335846029001190","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983356003262574950","view_count":3,"bookmark_count":0,"created_at":1761703894000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983335846029001190","full_text":"@LotusDecoder 我觉得上下文还有很大的改进空间\n上下文就是AI的记忆，目前这个记忆是混杂的，不像人类，可以根据情景调用不同记忆组件。\n未来可能上下文需要分层和情景化，按照用户的提问需求调用上下文参与计算。不然上下文污染的问题无法解决","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983354050050683349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":195,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983721335005311004","view_count":154,"bookmark_count":0,"created_at":1761790996000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder 其实，模型自己没有自己想说的话，都是计算的结果。\n\n模型的计算结果也不见得对用户是最优解。模型幻觉就是典型案例。\n\n重要的是用户自己的觉知和对模型答案的判断力，模型不能替用户做决策，用户对自己的人生负全责😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983715312349610350","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,136],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983723069588853188","view_count":22,"bookmark_count":0,"created_at":1761791410000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"我可以理解厂商的行为\n没有安全层，真的有人会拿AI研究生物武器\n\n其实安全层问题也不大，现在德模型能力已经完全适配甚至超过大部分用户可以使用的场景了。\n我平时都不应GPT-5的推理模型，除非要网络验证和深度思考。\n绝大部分时候，即时模型就够了。\n\n所以，现在关键在如何用好现有模型，模型能力已经够用了。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983721846030921789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,137],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983725044284191111","view_count":14,"bookmark_count":0,"created_at":1761791881000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"@LotusDecoder OK，我只是提醒一下\n\n中间的道德层不影响模型的计算能力\n但是影响模型的价值取向\n\n你的不满足可能是因为模型的价值观和你不符合，而不是计算能力\n\n但是模型的价值观和用户过于匹配，就会导致过拟合，形成认知孤岛\n\n所以，我们还是需要不一样的多元观点😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983723432627114494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1983727293101961273","view_count":5,"bookmark_count":0,"created_at":1761792417000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1983715312349610350","full_text":"是的，会偏向保守，所以我们可以通过记忆和上下文微调。\nGPT因为我的记忆设计，现在已经非常适合我的风格，但是我还是能看到一些不完全满意的地方。特别是对比其他御三家的模型，差异就更明显了。\n\n我现在的态度是把chatgpt ，claude，gemini,当作我的三个生活顾问，比较不同特点，让他们从事自己更擅长的任务。\n\n这样就变成一个AI团队在为我服务了😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1983726219020616075","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":8776,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[15,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984139252658270586","view_count":8553,"bookmark_count":0,"created_at":1761890636000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984113920509129194","full_text":"@YanyuRensheng 具体聊聊？举个栗子？","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984113920509129194","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"52014015","name":"S Li","screen_name":"YanyuRensheng","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"YanyuRensheng","lang":"zh","retweeted":false,"fact_check":null,"id":"1984168900024791435","view_count":223,"bookmark_count":1,"created_at":1761897704000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1984163651528618188","full_text":"@YanyuRensheng 厉害\n这一代和AI一起成长的孩子真的很幸福。\n\n因为AI把知识的门槛全部踏平了。\n再也不用死记硬背，苦读书了\n接下来只需要发挥自己的热情和好奇心\n\n就可以学到所有想学的东西\n然后再用这些学到知识去创造和创新","in_reply_to_user_id_str":"52014015","in_reply_to_status_id_str":"1984163651528618188","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":120,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985584275916218496","quoted_status_permalink":{"url":"https://t.co/X2yRpwvuVt","expanded":"https://twitter.com/dotey/status/1985584275916218496","display":"x.com/dotey/status/1…"},"retweeted":false,"fact_check":null,"id":"1985607154821190101","view_count":28,"bookmark_count":0,"created_at":1762240611000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985607154821190101","full_text":"确实，同样的类比可以是轮子和摩擦力\n\n人类很早就学会使用轮子，但是近一百年才理解摩擦力原理，彻底设计出最优的轮胎结构","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985546470095778302","view_count":41,"bookmark_count":0,"created_at":1762226142000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@LotusDecoder 这就是人机共生的意义，迎来新的觉醒时代","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985545472342364428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"815375519847882752","name":"xincmm","screen_name":"xincmm","indices":[0,7]},{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[8,21]}]},"favorited":false,"in_reply_to_screen_name":"xincmm","lang":"zh","retweeted":false,"fact_check":null,"id":"1985577617639211055","view_count":31,"bookmark_count":0,"created_at":1762233568000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985545472342364428","full_text":"@xincmm @LotusDecoder 用一个心理学术语来概括，就是完成自我整合的过程，转变成为一个成熟的人格😜","in_reply_to_user_id_str":"815375519847882752","in_reply_to_status_id_str":"1985549167004172705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1985579056813740033","view_count":20,"bookmark_count":0,"created_at":1762233912000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985549076826648896","full_text":"@LotusDecoder 强者恒强和UBI 都会发生。底层人靠ubi维持基本尊严，超级富豪在强者的世界中搏杀。\n\nAI创造了新一轮的财富大洗牌，对个体而言，是否能抓住机会，才是最现实的关键所在。","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1985549076826648896","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":42,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,48],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1985772415654211736","quoted_status_permalink":{"url":"https://t.co/z4eXKxNnuO","expanded":"https://twitter.com/tz_2022/status/1985772415654211736","display":"x.com/tz_2022/status…"},"retweeted":false,"fact_check":null,"id":"1985882341823148188","view_count":42,"bookmark_count":1,"created_at":1762306220000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1985882341823148188","full_text":"所以我才不断告诉大家，要成为专家，最好还是跨领域专家\n\n你不驾驭AI，就要成为被算法监控的牛马🥹","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":27,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[14,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1732683816685514752","name":"LotusDecoder","screen_name":"LotusDecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"LotusDecoder","lang":"zh","retweeted":false,"fact_check":null,"id":"1986332774773489955","view_count":27,"bookmark_count":0,"created_at":1762413612000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1986328794349904249","full_text":"@LotusDecoder 也会存在一个问题，就是我不想再亲自去阅读媒体，而是让AI去总结\n\n也就是说，未来内容的生产和消费主体都是AI，人类躲在后面看摘要\n\n然后就是，比起AI生成的内容，我还是更喜欢人类的真实带有情感的表达和互动😜","in_reply_to_user_id_str":"1732683816685514752","in_reply_to_status_id_str":"1986328794349904249","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":77,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1987759928941895728","quoted_status_permalink":{"url":"https://t.co/yLBpOtzc9c","expanded":"https://twitter.com/yanyurensheng/status/1987759928941895728","display":"x.com/yanyurensheng/…"},"retweeted":false,"fact_check":null,"id":"1987768692672016606","view_count":77,"bookmark_count":0,"created_at":1762755961000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"715714380227149825","conversation_id_str":"1987768692672016606","full_text":"那些吹AI可以替代人类的可以歇息了😜\n\n市场已经给了明确答案：\nAI的本质是放大智能而不是替代人工\n\n我的建议依然是：\n\n1.找到自己的独特性\n2.成为跨领域专家\n3.把AI嵌入工作流\n4.享受AI对智能的放大效应","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":0,"startTime":1762819200000,"endTime":1762905600000,"tweets":[]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}]},"interactions":{"users":[{"created_at":1483235646000,"uid":"815375519847882752","id":"815375519847882752","screen_name":"xincmm","name":"xincmm","friends_count":413,"followers_count":2290,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1972703776697098246/A77wlwPo_normal.jpg","description":"我允许自己说不清楚，但我会和 AI 一起把它说清楚！和 AI 深入协作是未来的交互范式","entities":{"description":{"urls":[]}},"interactions":2},{"created_at":1701939004000,"uid":"1732683816685514752","id":"1732683816685514752","screen_name":"LotusDecoder","name":"LotusDecoder","friends_count":1752,"followers_count":4295,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1905945014683013121/TXca5wDN_normal.jpg","description":"AI --人类外部认知扩展","entities":{"description":{"urls":[]}},"interactions":2}],"period":14,"start":1761804268935,"end":1763013868935}}},"settings":{},"session":null,"routeProps":{"/creators/:username":{}}}
SuperX
