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Designing incentives, not illusions.
958following2kfollowers
The Analyst
Ben77 is a sharp-minded analyst who dissects economic and technological systems with precision and clarity. Their tweets uncover hidden mechanics of financial structures and blockchain innovations, offering deep insights that challenge surface-level thinking. Always questioning and explaining, Ben77 thrives on making complex subjects accessible and thought-provoking.
Ben77’s tweets are so dense with detail and footnotes that even a blockchain needs a Lightning Network to keep up. Your analysis is the only thing more complicated than the systems you’re trying to explain!
Attracting high engagement on nuanced economic and crypto threads, Ben77 has proven their ability to spark meaningful discourse around complex and often opaque subjects.
To unravel the complex forces shaping economies and technologies, equipping their audience with knowledge that empowers informed decisions and critical thinking.
They believe transparency, evidence-based reasoning, and systemic understanding are essential to navigating today’s economic and technological complexities. Ben77 values intellectual rigor and is skeptical of surface appearances and illusions.
Exceptional ability to analyze multi-layered systems and communicate nuanced concepts clearly, coupled with a strong grasp of technology and economics.
To grow their audience on X, Ben77 should occasionally blend their deep dives with more relatable, bite-sized insights or questions that invite engagement. Visual aids like infographics could simplify complex threads and boost shareability.
Ben77’s detailed breakdown of China’s economic system compares it to a company managing dual currencies and hidden incentives, showcasing their knack for economic analogies and systemic critique.
Today's tweet from Bitcoin Core dev @LukeDashjr , targeting the inscription ecosystem, has ignited the entire crypto community. We delved into the code in knots (a desktop Bitcoin node) developed by Luke and discovered some intriguing aspects.
Luke's core approach in his knots code to limit what he calls Bitcoin token scams revolves around two parameters:
datacarriersize:
This parameter limits data based on op-return, i.e., token systems written in the UTXO's output. If enacted, well-known protocols such as Colored Coins, OmniLayer, and Runes would be affected.
maxscriptsize:
This parameter limits inscription protocols based on TaprootScript, with data engraved in the UTXO's witness field. If activated, protocols like #Ordinals , #BRC20 , etc., would be impacted.
In conclusion, if we were to proceed as Luke suggests, activating these parameters with their default limiting values, the Bitcoin ecosystem might be left with only the least blockchain footprint protocols such as #taprootassets and #RGB.
Additionally, we can observe that these parameters are merely configurable and related to mempool transaction scrutiny. Therefore, they do not reject such transactions at the consensus mechanism level.
Today's tweet from Bitcoin Core dev @LukeDashjr , targeting the inscription ecosystem, has ignited the entire crypto community. We delved into the code in knots (a desktop Bitcoin node) developed by Luke and discovered some intriguing aspects.
Luke's core approach in his knots code to limit what he calls Bitcoin token scams revolves around two parameters:
datacarriersize:
This parameter limits data based on op-return, i.e., token systems written in the UTXO's output. If enacted, well-known protocols such as Colored Coins, OmniLayer, and Runes would be affected.
maxscriptsize:
This parameter limits inscription protocols based on TaprootScript, with data engraved in the UTXO's witness field. If activated, protocols like #Ordinals , #BRC20 , etc., would be impacted.
In conclusion, if we were to proceed as Luke suggests, activating these parameters with their default limiting values, the Bitcoin ecosystem might be left with only the least blockchain footprint protocols such as #taprootassets and #RGB.
Additionally, we can observe that these parameters are merely configurable and related to mempool transaction scrutiny. Therefore, they do not reject such transactions at the consensus mechanism level.
"That thing that rich people do where they turn money into more money. Can you teach me how to do that, Jack?” - Tina Fey, 30 Rock Jack, “With my eyes closed.”
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Assets和闪电网络结合的部分算是正式上线了，这是很多人期待已久的能力。很多人问这个是否代表闪电网络会有以太坊这样的生态。我觉得从某种方面来看，是错误的认知。作为Taproot Assets贡献者之一，和作者roasbeef也常讨论相关的设计。今天给大家罗列一下Taproot Assets的一些知识点。\n\n1. Taproot Assets只能做转账吗？\n理论上是的，Taproot Assets的状态树是有且仅有金额相关的由单一资产绑定的稀疏默克尔树。如果你需要智能合约的能力，理论上它没有额外的状态可验证机制可以使用。使用这样的状态树设计是为了每次用户在进行转账的时候，仅关心自己相关的树分支的变更。\n\n2. Taproot Assets能在Bitcoin主网实现交易所吗？\nTaproot Assets和别的Runes、Brc20最大的差异在于它的资产验证由TAPD的客户端处理，其VPSBT是一种链下的转移规则。换句话说，Taproot Assets的资产所有权并不是单纯通过其Anchor的UTXO所有权转移便可以转出。目前市面上基于Bitcoin级别的PSBT的DEX并不能直接接入Taproot Assets。\n\n3. Taproot Assets相对于别的Bitcoin资产来说，安全性更强\nTaproot Assets在安全上来说，资产的转移验证可以让用户自己进行，并不用完全相信某一单方面的indexer。你可以选择加入多个universe进行同步，通过这些universe同步的数据来进行验证。\n\n4. Taproot Assets和Lightning结合后最大的用例是什么？\nTaproot Assets和Lightning结合后最大的用例是现实生活中的稳定币支付，而非在资产进行炒作和买卖。所有的通道技术都是建立在流动性锁定上，也就是说你和交易对手一开始都要有同样的资产进行锁定。那么NFT之类的资产就不可能在通道内流通，因为你和对手不可能拥有同一个NFT资产。\n\n5. 普通用户该如何接入Taproot Assets？\n所有用户都需要有自己的TAPD节点。由于TAPD并没有本地私钥，最终是由LN控制，所以用户需要同时拥有TAPD和LND节点。这需要专门定制的非托管钱包来帮用户进行构建，既然使用了客户端验证的资产，如果客户端不在用户手里，那也没有意义，也是挂羊头卖狗肉了。\n\n还有更多问题大家想了解的可以发在评论里。\n#LightningNetwork #Bitcoin 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https://t.co/gUMMdck2Gw","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":[0,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998063321763926017","name":"Nervos.bit","screen_name":"NervosNetwork","indices":[212,226]},{"id_str":"825920479055671296","name":"Cardano Community","screen_name":"Cardano","indices":[229,237]},{"id_str":"856414302722457600","name":"Ergo","screen_name":"ergo_platform","indices":[239,253]},{"id_str":"2307692107","name":"Blockstream","screen_name":"Blockstream","indices":[633,645]},{"id_str":"1205276177666994177","name":"Liquid Network 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原生UTXO模型的扩展\n\n原生UTXO模型的L2扩展一直是社区讨论的热点。由于比特币的升级过程缓慢，很多升级提案难以落地。@Blockstream 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UTXO以及ARK protocol。\n\n我们在这个方向上已经build了一段时间，这是关于此方向介绍的第一篇文章。\n\n我相信这也标志着比特币原生扩容进入了一个新的时代。\n\nhttps://t.co/zF1CZsbbpf","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":[0,278],"entities":{"hashtags":[{"indices":[731,740],"text":"Ordinals"},{"indices":[743,749],"text":"BRC20"},{"indices":[992,1006],"text":"taprootassets"},{"indices":[1011,1015],"text":"RGB"}],"media":[{"display_url":"pic.x.com/1xb05vlk6g","expanded_url":"https://twitter.com/wooooer/status/1732284388229128292/photo/1","id_str":"1732283975849435136","indices":[279,302],"media_key":"3_1732283975849435136","media_url_https":"https://pbs.twimg.com/media/GApPGRabYAAnntv.jpg","type":"photo","url":"https://t.co/1xb05VlK6g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":166,"w":1220,"resize":"fit"},"medium":{"h":163,"w":1200,"resize":"fit"},"small":{"h":93,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":166,"width":1220,"focus_rects":[{"x":2,"y":0,"w":296,"h":166},{"x":67,"y":0,"w":166,"h":166},{"x":77,"y":0,"w":146,"h":166},{"x":109,"y":0,"w":83,"h":166},{"x":0,"y":0,"w":1220,"h":166}]},"media_results":{"result":{"media_key":"3_1732283975849435136"}}},{"display_url":"pic.x.com/1xb05vlk6g","expanded_url":"https://twitter.com/wooooer/status/1732284388229128292/photo/1","id_str":"1732284337222217728","indices":[279,302],"media_key":"3_1732284337222217728","media_url_https":"https://pbs.twimg.com/media/GApPbToacAA_mnM.jpg","type":"photo","url":"https://t.co/1xb05VlK6g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":620,"w":1372,"resize":"fit"},"medium":{"h":542,"w":1200,"resize":"fit"},"small":{"h":307,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":620,"width":1372,"focus_rects":[{"x":0,"y":0,"w":1107,"h":620},{"x":0,"y":0,"w":620,"h":620},{"x":0,"y":0,"w":544,"h":620},{"x":16,"y":0,"w":310,"h":620},{"x":0,"y":0,"w":1372,"h":620}]},"media_results":{"result":{"media_key":"3_1732284337222217728"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"728747154","name":"Luke 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tweet from Bitcoin Core dev @LukeDashjr , targeting the inscription ecosystem, has ignited the entire crypto community. We delved into the code in knots (a desktop Bitcoin node) developed by Luke and discovered some intriguing aspects.\n\nLuke's core approach in his knots code to limit what he calls Bitcoin token scams revolves around two parameters:\n\ndatacarriersize:\nThis parameter limits data based on op-return, i.e., token systems written in the UTXO's output. If enacted, well-known protocols such as Colored Coins, OmniLayer, and Runes would be affected.\n\nmaxscriptsize:\nThis parameter limits inscription protocols based on TaprootScript, with data engraved in the UTXO's witness field. If activated, protocols like #Ordinals , #BRC20 , etc., would be impacted.\n\nIn conclusion, if we were to proceed as Luke suggests, activating these parameters with their default limiting values, the Bitcoin ecosystem might be left with only the least blockchain footprint protocols such as #taprootassets and #RGB.\n\nAdditionally, we can observe that these parameters are merely configurable and related to mempool transaction scrutiny. 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就直接炸了。\n\n当下的很多分析搞错了因果，这根本不是产品失败，而是这些东西压根不适合被符号化。强行把客观技术符号化，就是在造假。技术很难承载文化根基，无法承载任何意义，也无法为任何人提供意义，失去财富效应之后只能泡沫破裂，再无重启的可能。\n\n更糟糕的是，Crypto 本身也被这种落后思想污染了。今天行业里一大堆人觉得 Crypto资产的价值也应该用“现金流”“生产力”等老掉牙的指标来衡量。\n\nCrypto 的符号商品从来和生产力无关，它属于的是完全不同的时代逻辑。它是 纯符号商品，是新秩序的试验场，是晚期资本主义的 “精神价值 + 身份价值 + 权力结构重组” 的复合商品。\n\nCrypto 资产的诞生是伴随着工业时代评价体系的终结。\n\n只要这些工业时代的落后叙事一天没有被清除，Crypto 就永远无法迎来下一次破圈。这个行业连自己的符号都保不住，怎么可能创造新的文化、新的意义？\n\nCrypto 的下一个阶段，一定是从 清除污染、重建文化 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来看区块链设计也许是更有必要的。","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":[0,184],"entities":{"hashtags":[{"indices":[301,305],"text":"RGB"},{"indices":[306,316],"text":"BitcoinL2"},{"indices":[317,326],"text":"lighting"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1803775307847278686","view_count":14766,"bookmark_count":20,"created_at":1718888520000,"favorite_count":34,"quote_count":1,"reply_count":17,"retweet_count":8,"user_id_str":"849296665571987461","conversation_id_str":"1803775307847278686","full_text":"之前很多人问我为什么不看好RGB，其实答案很简单: RGB是一个脱离Crypto基础常识设计的协议。\n\n我们任何人去设计一个Crypto协议，本质上是设计和确定状态累加器 accumulator，以及状态变更需要引用的证明和验证。\n\n而Crypto发展这些年的其实本质上就是:\nAccumulator： \nMerkel,RSA... \nproof:\n1. merkel proof\n2.zk proof\n3.fraud proof. \n\n但是以上两者，你在RGB中都看不到相关的设计,以至于每次验证最新有效的输出，你需要拥有相关输出所有历史交易。而对于别的协议而言，只需要引用相关的proof。\n\n#RGB #BitcoinL2 #lighting","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1955478147555786784","view_count":4377,"bookmark_count":6,"created_at":1755057296000,"favorite_count":32,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"849296665571987461","conversation_id_str":"1955478147555786784","full_text":"信任迷思：从“Code is Law”说起\n\n过去十年，Crypto 世界曾沉迷于一个浪漫的愿景： “Code is law” ，通过智能合约、ZK、TEE 这样的技术，让信任从人身上剥离，交给规则裁决，只需一堆代码就能撑起一个自运行的商业帝国。\n\n结果大家发现，这样的系统资本效率低、不好用，也不具备长期生命力。完全去人的信任设计，终究违背了一个简单的事实：能创造信任的，只有人或由人组成的集体。\n\n今天，AI 应用开始重走这条路。新的叙事变成了：AI 能快速撮合合作、帮人类达成共识，甚至成为信任的替代品。\n但本质没变，AI 也只是另一堆代码，它在“帮助协作”上，与 ZK、TEE 的逻辑并无二致：可以验证、可以辅助，但无法承担信任的社会属性。\n\n去除人的信任的系统，需要高抵押、高担保，资本效率自然低下。所以好的Crypto资产总是好的抵押品，抵押品不能有太多可被动摇的基础面。所以在Crypto的世界里，BTC总是胜出。\n\n而有人的信任的系统，可以用低保证金、灵活信用，释放资金效率。这也就是为什么Defi在杠杆的资本游戏上永远玩不过中心化金融。\n\n这就是为什么许多纯技术驱动的 Crypto 项目走向衰败，而一些忽视人性基础的 AI 协作平台，也会掉进同一个坑。\n\n最近因为工作需要，看了很多 AI 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https://t.co/gUMMdck2Gw","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":[0,152],"entities":{"hashtags":[{"indices":[336,345],"text":"ordinals"},{"indices":[348,354],"text":"brc20"},{"indices":[418,432],"text":"taprootassets"},{"indices":[435,439],"text":"RGB"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"728747154","name":"Luke Dashjr","screen_name":"LukeDashjr","indices":[51,62]},{"id_str":"728747154","name":"Luke 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等。\n\n可见如果Luke的设想真的得以进入core，这两个参数的默认限制值可能会导致比特币生态系统中只剩下占用链上足迹最小的 #taprootassets 和 #RGB。","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":[0,184],"entities":{"hashtags":[{"indices":[301,305],"text":"RGB"},{"indices":[306,316],"text":"BitcoinL2"},{"indices":[317,326],"text":"lighting"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1803775307847278686","view_count":14766,"bookmark_count":20,"created_at":1718888520000,"favorite_count":34,"quote_count":1,"reply_count":17,"retweet_count":8,"user_id_str":"849296665571987461","conversation_id_str":"1803775307847278686","full_text":"之前很多人问我为什么不看好RGB，其实答案很简单: RGB是一个脱离Crypto基础常识设计的协议。\n\n我们任何人去设计一个Crypto协议，本质上是设计和确定状态累加器 accumulator，以及状态变更需要引用的证明和验证。\n\n而Crypto发展这些年的其实本质上就是:\nAccumulator： \nMerkel,RSA... \nproof:\n1. merkel proof\n2.zk proof\n3.fraud proof. \n\n但是以上两者，你在RGB中都看不到相关的设计,以至于每次验证最新有效的输出，你需要拥有相关输出所有历史交易。而对于别的协议而言，只需要引用相关的proof。\n\n#RGB #BitcoinL2 #lighting","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","quoted_status_id_str":"1983095182674551108","quoted_status_permalink":{"url":"https://t.co/KHZPJDh4Z7","expanded":"https://twitter.com/felix_okx/status/1983095182674551108","display":"x.com/felix_okx/stat…"},"retweeted":false,"fact_check":null,"id":"1983224089507766316","view_count":39665,"bookmark_count":48,"created_at":1761672444000,"favorite_count":162,"quote_count":4,"reply_count":17,"retweet_count":13,"user_id_str":"849296665571987461","conversation_id_str":"1983224089507766316","full_text":"当老板亲自坐镇某个业务时，这个业务团队往往更容易发生逆向淘汰。\n\n在公司体系中，老板的注意力本身就是一种政治资源。\n当这种资源过度倾斜到某个项目上，最终胜出的，往往不是最懂业务的人，而是最会表演的人。\n\n那些往往单纯想把事情做成的人，还在用纯业务思维在行动，甚至试图纠正老板的思路；\n\n而懂政治的人，早已切换到“取悦老板”模式，无论项目成败，只要执行得“像样”，就能先收割政治红利。\n\n当“表演”的收益高于“做实事”，并且这种失衡被员工察觉，那整个组织行为就会迅速变形，开始做出外界看来匪夷所思、但内部却理所当然的决策。","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":[0,278],"entities":{"hashtags":[{"indices":[731,740],"text":"Ordinals"},{"indices":[743,749],"text":"BRC20"},{"indices":[992,1006],"text":"taprootassets"},{"indices":[1011,1015],"text":"RGB"}],"media":[{"display_url":"pic.x.com/1xb05vlk6g","expanded_url":"https://twitter.com/wooooer/status/1732284388229128292/photo/1","id_str":"1732283975849435136","indices":[279,302],"media_key":"3_1732283975849435136","media_url_https":"https://pbs.twimg.com/media/GApPGRabYAAnntv.jpg","type":"photo","url":"https://t.co/1xb05VlK6g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":166,"w":1220,"resize":"fit"},"medium":{"h":163,"w":1200,"resize":"fit"},"small":{"h":93,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":166,"width":1220,"focus_rects":[{"x":2,"y":0,"w":296,"h":166},{"x":67,"y":0,"w":166,"h":166},{"x":77,"y":0,"w":146,"h":166},{"x":109,"y":0,"w":83,"h":166},{"x":0,"y":0,"w":1220,"h":166}]},"media_results":{"result":{"media_key":"3_1732283975849435136"}}},{"display_url":"pic.x.com/1xb05vlk6g","expanded_url":"https://twitter.com/wooooer/status/1732284388229128292/photo/1","id_str":"1732284337222217728","indices":[279,302],"media_key":"3_1732284337222217728","media_url_https":"https://pbs.twimg.com/media/GApPbToacAA_mnM.jpg","type":"photo","url":"https://t.co/1xb05VlK6g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":620,"w":1372,"resize":"fit"},"medium":{"h":542,"w":1200,"resize":"fit"},"small":{"h":307,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":620,"width":1372,"focus_rects":[{"x":0,"y":0,"w":1107,"h":620},{"x":0,"y":0,"w":620,"h":620},{"x":0,"y":0,"w":544,"h":620},{"x":16,"y":0,"w":310,"h":620},{"x":0,"y":0,"w":1372,"h":620}]},"media_results":{"result":{"media_key":"3_1732284337222217728"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"728747154","name":"Luke 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tweet from Bitcoin Core dev @LukeDashjr , targeting the inscription ecosystem, has ignited the entire crypto community. We delved into the code in knots (a desktop Bitcoin node) developed by Luke and discovered some intriguing aspects.\n\nLuke's core approach in his knots code to limit what he calls Bitcoin token scams revolves around two parameters:\n\ndatacarriersize:\nThis parameter limits data based on op-return, i.e., token systems written in the UTXO's output. If enacted, well-known protocols such as Colored Coins, OmniLayer, and Runes would be affected.\n\nmaxscriptsize:\nThis parameter limits inscription protocols based on TaprootScript, with data engraved in the UTXO's witness field. If activated, protocols like #Ordinals , #BRC20 , etc., would be impacted.\n\nIn conclusion, if we were to proceed as Luke suggests, activating these parameters with their default limiting values, the Bitcoin ecosystem might be left with only the least blockchain footprint protocols such as #taprootassets and #RGB.\n\nAdditionally, we can observe that these parameters are merely configurable and related to mempool transaction scrutiny. Therefore, they do not reject such transactions at the consensus mechanism level.","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":[0,165],"entities":{"hashtags":[{"indices":[1034,1051],"text":"LightningNetwork"},{"indices":[1053,1061],"text":"Bitcoin"},{"indices":[1063,1077],"text":"TaprootAssets"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1816338779302683036","view_count":25705,"bookmark_count":48,"created_at":1721883885000,"favorite_count":70,"quote_count":7,"reply_count":13,"retweet_count":15,"user_id_str":"849296665571987461","conversation_id_str":"1816338779302683036","full_text":"Taproot Assets和闪电网络结合的部分算是正式上线了，这是很多人期待已久的能力。很多人问这个是否代表闪电网络会有以太坊这样的生态。我觉得从某种方面来看，是错误的认知。作为Taproot Assets贡献者之一，和作者roasbeef也常讨论相关的设计。今天给大家罗列一下Taproot Assets的一些知识点。\n\n1. Taproot Assets只能做转账吗？\n理论上是的，Taproot Assets的状态树是有且仅有金额相关的由单一资产绑定的稀疏默克尔树。如果你需要智能合约的能力，理论上它没有额外的状态可验证机制可以使用。使用这样的状态树设计是为了每次用户在进行转账的时候，仅关心自己相关的树分支的变更。\n\n2. Taproot Assets能在Bitcoin主网实现交易所吗？\nTaproot Assets和别的Runes、Brc20最大的差异在于它的资产验证由TAPD的客户端处理，其VPSBT是一种链下的转移规则。换句话说，Taproot Assets的资产所有权并不是单纯通过其Anchor的UTXO所有权转移便可以转出。目前市面上基于Bitcoin级别的PSBT的DEX并不能直接接入Taproot Assets。\n\n3. Taproot Assets相对于别的Bitcoin资产来说，安全性更强\nTaproot Assets在安全上来说，资产的转移验证可以让用户自己进行，并不用完全相信某一单方面的indexer。你可以选择加入多个universe进行同步，通过这些universe同步的数据来进行验证。\n\n4. Taproot Assets和Lightning结合后最大的用例是什么？\nTaproot Assets和Lightning结合后最大的用例是现实生活中的稳定币支付，而非在资产进行炒作和买卖。所有的通道技术都是建立在流动性锁定上，也就是说你和交易对手一开始都要有同样的资产进行锁定。那么NFT之类的资产就不可能在通道内流通，因为你和对手不可能拥有同一个NFT资产。\n\n5. 普通用户该如何接入Taproot Assets？\n所有用户都需要有自己的TAPD节点。由于TAPD并没有本地私钥，最终是由LN控制，所以用户需要同时拥有TAPD和LND节点。这需要专门定制的非托管钱包来帮用户进行构建，既然使用了客户端验证的资产，如果客户端不在用户手里，那也没有意义，也是挂羊头卖狗肉了。\n\n还有更多问题大家想了解的可以发在评论里。\n#LightningNetwork #Bitcoin #TaprootAssets","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":[0,134],"entities":{"hashtags":[{"indices":[592,596],"text":"BTC"},{"indices":[597,607],"text":"Lightning"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1803878454527692823","view_count":6753,"bookmark_count":3,"created_at":1718913112000,"favorite_count":23,"quote_count":2,"reply_count":11,"retweet_count":5,"user_id_str":"849296665571987461","conversation_id_str":"1803878454527692823","full_text":"比特币可编程相关的契约升级为何始终停滞不前？\n\n除了最近火热的OP_CAT，其实在之前的比特币论坛上最流行的讨论是关于OP_CTV和OP_TxHash.\n\n这两个契约有什么用，就是可以允许你提前设置将要解锁UTXO的模版。\n\n简单来说就是把一系列UTXO字段给拼到一起 (在stack之外执行，不是通过cat)，然后进行hash计算。在我们得到一个交易的模版值后，最终对比input的交易该值和解锁脚本中的值是否相等。\n\n这个code的优点在于我们可以通过它实现离线交易，对于比特币Layer2则是可以实现从Layer1Protcol的单边退出等等。\n\n看起来很美好是吧，但是很快就有了TxHash。\n\nTxHash相对于CTV最重要的改变是增加了field selector，也就是说相对于CTV对于固定字段进行拼接和Hash，TxHash拥有更多的灵活性，你可以选择对对那些字段进行拼接和承诺。这样的设计甚至可以保证我们可以实现对于铭文的限定输出。\n\n所以社区的人又开始争论不休，有人会说相比较CTV而言TxHash更灵活，但是更会有人说该设计更危险。\n\nBitcoin本身的升级是非常谨慎的，但是就像这样，因为很多时候许多提案互相支持的愿景是类似的，最终导致很难抉择。\n\n希望这个例子能帮助大家了解更多除了CAT之外的契约能提供的能力，也能了解Bitcoin当下升级的难处。\n\n#BTC #Lightning","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":[0,139],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"zh","retweeted":false,"fact_check":null,"id":"1989487994609586674","view_count":6914,"bookmark_count":6,"created_at":1763165875000,"favorite_count":44,"quote_count":2,"reply_count":11,"retweet_count":4,"user_id_str":"849296665571987461","conversation_id_str":"1989487994609586674","full_text":"过去几年 Crypto 的瓶颈根本不是技术问题，也不是监管问题，而是文化根基被打烂了\n\n而这几年太多太多圈外人冲进来，带了太多傻钱。他们用自己对 Crypto 和金钱那点浅薄的理解，把一堆技术名词包装成垃圾，吹上了天。那些项目的泡沫半衰期短得离谱，基本伴随 TGE 就直接炸了。\n\n当下的很多分析搞错了因果，这根本不是产品失败，而是这些东西压根不适合被符号化。强行把客观技术符号化，就是在造假。技术很难承载文化根基，无法承载任何意义，也无法为任何人提供意义，失去财富效应之后只能泡沫破裂，再无重启的可能。\n\n更糟糕的是，Crypto 本身也被这种落后思想污染了。今天行业里一大堆人觉得 Crypto资产的价值也应该用“现金流”“生产力”等老掉牙的指标来衡量。\n\nCrypto 的符号商品从来和生产力无关，它属于的是完全不同的时代逻辑。它是 纯符号商品，是新秩序的试验场，是晚期资本主义的 “精神价值 + 身份价值 + 权力结构重组” 的复合商品。\n\nCrypto 资产的诞生是伴随着工业时代评价体系的终结。\n\n只要这些工业时代的落后叙事一天没有被清除，Crypto 就永远无法迎来下一次破圈。这个行业连自己的符号都保不住，怎么可能创造新的文化、新的意义？\n\nCrypto 的下一个阶段，一定是从 清除污染、重建文化 开始，而不是继续在落后的工业时代的标准里打转。","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":[0,147],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998063321763926017","name":"Nervos.bit","screen_name":"NervosNetwork","indices":[212,226]},{"id_str":"825920479055671296","name":"Cardano 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等公链都采用了这种模型。\n\n虽然这些项目都基于UTXO模型，但它们的设计哲学有所不同，导致基于某个eUTXO公链原理设计的产品并不能在其他eUTXO生态中互通。更复杂的是，即使是在原生UTXO（比如比特币）上构建的应用，也难以直接迁移到eUTXO公链上。\n\n如果这些公链尝试成为比特币的L2解决方案，它们将面临相似的兼容性挑战，即原生UTXO(Bitcoin)产品难以兼容，必须从头开始设计和构建生态。RGB++的出现正是这种情况的一个示例。为了吸引生态参与，eUTXO项目需要设计一整套方案来承接，声称能提供更好的体验，但这需要高昂的成本和对原有社区的再教育。\n\n优点是，eUTXO设计可能催生一些其他生态中不存在的应用。\n\n2. 原生UTXO模型的扩展\n\n原生UTXO模型的L2扩展一直是社区讨论的热点。由于比特币的升级过程缓慢，很多升级提案难以落地。@Blockstream 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After exiting a bootstrapped app for seven figures, Siro now educates and enlightens others by dissecting successful onboarding flows, viral mechanisms, and psychological triggers. His detailed, engaging tweet threads make complex app economics accessible and exciting.","purpose":"To unveil the hidden mechanics of app success and empower designers, developers, and entrepreneurs with actionable knowledge to build and scale impactful digital products.","beliefs":"Siro believes that behind every viral and lucrative app lies a replicable set of design and marketing principles. He values transparency, continuous learning, and leveraging data and psychology to crack the code of user engagement and monetization.","facts":"Fun fact: Siro turned his own app into a seven-figure success before pivoting to decode other apps, sharing his deep dives in tweet threads that rack up hundreds of thousands of views.","strength":"Exceptional at breaking down complex UI/UX and growth concepts into easily digestible and engaging content, backed by sharp analytical skills and a knack for storytelling that captivates and informs.","weakness":"His deep focus on analysis and pattern recognition might sometimes overshadow the more emotional or community-driven aspects of audience engagement, possibly limiting broader appeal beyond tech-savvy followers.","recommendation":"To grow his audience on X, Siro should consider amplifying his content with more interactive elements like polls or Q&A sessions to engage followers directly, and collaborate with influencers in related spaces like startup founders or product designers for cross-pollination and wider reach.","roast":"Siro’s tweets are so detailed and thread-heavy, he could probably code a full app just from his own breakdowns—if only he’d stop making us scroll through 24 steps of onboarding agony and give our thumbs a break!","win":"Successfully exited a bootstrapped app for seven figures, validating his expertise and giving him real-world credibility to analyze and deconstruct app growth secrets."},"created":1763196704746,"type":"the analyst","id":"siron93"},{"user":{"id":"1269808265820549123","name":"Compound248 💰","description":"\"That thing that rich people do where they turn money into more money. Can you teach me how to do that, Jack?” - Tina Fey, 30 Rock Jack, “With my eyes closed.”","followers_count":63540,"friends_count":792,"statuses_count":31224,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1554281550165966850/Sny1F72J_normal.jpg","screen_name":"compound248","location":"Lhasa, Tibet","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"Compound248 💰 is a master strategist and financial storyteller who turns complex financial crises and market mechanics into captivating, insightful threads. With a massive tweet count and sharp, data-driven commentary, they educate and entertain the intersection of finance and social media. Their deep dives make complicated topics digestible for followers hungry to 'turn money into more money.'","purpose":"To illuminate the intricate world of finance and investment with clear, analytical insights that empower followers to understand market risks and opportunities, ultimately helping them grow their wealth smarter and safer.","beliefs":"They believe in transparency and education as weapons against financial ignorance, champion meticulous research, and value resilience and informed decision-making over hype and speculation.","facts":"Despite having tweeted over 31,000 times, Compound248 maintains a laser focus on finance and strategy, delivering deeply researched threads that regularly garner millions of views.","strength":"Extraordinary analytical skills, the ability to make complex finance topics accessible, and a consistent, confident voice established through prolific tweeting.","weakness":"Could sometimes overwhelm new followers with the volume and density of tweets, potentially making engagement more intimidating than inviting.","roast":"If tweeting was an Olympic sport, Compound248 would have so many gold medals they’d need a warehouse to store them—meanwhile, followers are still trying to catch up on last year’s financial lessons.","win":"Achieved viral reach with multi-million view threads breaking down critical financial events with clarity that few others match, cementing their reputation as a go-to finance analyst on the platform.","recommendation":"To grow their audience on X, Compound248 should leverage more engaging multimedia like short explainer videos or infographics to complement their threads, and participate in live conversations or spaces to humanize the brand and boost follower interaction."},"created":1763196467193,"type":"the analyst","id":"compound248"},{"user":{"id":"2852826925","name":"noír","description":"not noise, not hype — just reflections from the other sides.","followers_count":1475,"friends_count":3920,"statuses_count":18321,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1987986556431593476/KG7dO1kI_normal.jpg","screen_name":"norwgs","location":"MARS","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"yaps.kaito.ai/referral/28528…","expanded_url":"https://yaps.kaito.ai/referral/2852826925","url":"https://t.co/fgrjz58p5B","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"noír is a sharp, detail-oriented thinker who dives deep into the technical and strategic aspects of the crypto space. With a keen eye for data and a calm, reflective voice, noír cuts through the hype to offer insights that are both well-informed and thoughtfully presented. Their feed is a goldmine of on-chain analysis, market trends, and forward-looking reflections.","purpose":"To illuminate the complexities of decentralized finance and blockchain technology by providing clear, data-driven insights that empower others to navigate and contribute meaningfully to this rapidly evolving landscape.","beliefs":"They believe in transparency, verifiable data, and the power of informed decision-making. Skeptical of hype and noise, noír values truth and intellectual rigor, championing a well-grounded, evidence-based approach to innovation in finance and tech.","facts":"Despite tweeting over 18,000 times, noír maintains a focus on meaningful content rather than empty noise, emphasizing deep reflections 'from the other side' rather than chasing viral hype.","strength":"Exceptional ability to analyze technical data and emerging trends; provides credible, well-reasoned analysis that builds trust and respect within the crypto and DeFi communities.","weakness":"Highly analytical nature may come off as overly complex or inaccessible to casual followers; sometimes risks engaging in deep dives that might limit broader appeal or quick engagement.","roast":"For someone who claims 'not noise, not hype,' noír's timeline looks like the Netflix binge of crypto data – all in all, a little too devoted to the deep dive, so don’t be surprised if your eyeballs get a PhD before your brain does.","win":"Cultivated a reputation as a trusted voice on Web3 and DeFi technical analysis, helping untangle the noise for many crypto enthusiasts and professionals looking for clarity in buzzword-heavy discussions.","recommendation":"To grow their audience on X, noír should blend their deep analytical content with occasional bite-sized, approachable tweets or threads that distill complex ideas into shareable, easy-to-understand insights. Engaging more with the community via replies and polls can also humanize their brand, inviting new followers to join the conversation without being overwhelmed."},"created":1763196233535,"type":"the analyst","id":"norwgs"},{"user":{"id":"1667973197734739968","name":"Investment Legend 👑","description":"Investing in IPOs & Stocks | B.E. in I.C. | Ex-IT Engineer |\nFinancial Advisor | \nFIRE | \n\nFollow for IPOs | SME | GMP | Investments | Stocks Updates","followers_count":2350,"friends_count":46,"statuses_count":2631,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1907814384040337408/SbkuSt9-_normal.jpg","screen_name":"EngineerStockks","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"Investment Legend 👑 is your go-to expert for deep dives into IPOs, stocks, and market trends, combining a technical engineering background with sharp financial insights. Their data-driven updates and thorough analyses keep followers ahead in the investment game. With a steady stream of detailed tweets, they dissect market moves with precision and clarity.","purpose":"To empower investors by demystifying complex financial markets and IPOs, enabling smarter, well-informed investment decisions that lead to financial independence and growth.","beliefs":"Believes in transparency, rigorous analysis, and the power of knowledge-sharing to build long-term wealth. Strongly values data-backed insights and staying updated with market dynamics to guide prudent investment strategies.","facts":"Fun fact: Switching from IT engineering to financial advising wasn’t just a career pivot—it brought tech precision to stock market analysis, making complex IPO data approachable and actionable.","strength":"Exceptional ability to analyze financial data and IPO details in an accessible way, combining technical expertise with market knowledge to build trust and provide value to followers.","weakness":"Sometimes the technical depth might overwhelm casual investors, and a relatively low interaction rate with followers could limit broader engagement and community building.","recommendation":"To grow on X, Investment Legend should amplify engagement by asking questions and running polls about IPO prospects or stock sentiments. Simplifying jargon occasionally and sharing personal investment stories can humanize the profile and attract a wider audience.","roast":"You’re so deep into the numbers that even your coffee needs an Excel spreadsheet to stay balanced—maybe lighten up before your followers need a financial advisor just to read your tweets!","win":"Successfully built a reputation as a trusted source for IPO and stock updates, combining a unique IT and finance skill set that consistently draws attention to quality market insights."},"created":1763195388377,"type":"the analyst","id":"engineerstockks"},{"user":{"id":"1924723503254929408","name":"黑色马里奥｜blmario.eth 💢","description":"2017 进入加密行业的全职编辑 | 公众号“黑色马里奥”运营者 | Zypher Network 社区大使 | Berachain 社区大使 | 不是很绿的老韭菜 | 所有内容不构成投资建议 DYOR | 商务合作 约稿、宣发合作 TG：@blmario | DM ✉️","followers_count":1579,"friends_count":1396,"statuses_count":7202,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1924732756585807872/OL3-O1uQ_normal.jpg","screen_name":"blmario668","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"黑色马里奥｜blmario.eth is a seasoned crypto editor deeply embedded in the blockchain community since 2017. With a sharp eye for market narratives and on-the-ground insights, he offers a blend of editorial expertise and frontline ambassador engagement. Known for fostering lively discussions and consistently producing content that sparks thoughtful discourse.","facts":"A fun fact about 黑色马里奥 is that he's a self-described 'not-so-green old leek,' humorously acknowledging his veteran status in crypto while still keeping a fresh perspective on emerging trends.","purpose":"His life purpose revolves around educating and empowering the crypto community by providing well-analyzed information and community-building through his editorial work and ambassador roles. He aims to demystify complex crypto trends and build a strong, informed ecosystem.","beliefs":"He values transparency, rigorous self-education (DYOR), and the power of narrative in shaping crypto markets. He believes in balancing skepticism with opportunity, understanding that not all content is advice but rather a tool for informed decision-making.","strength":"His greatest strength lies in his analytical mindset and ability to weave together market narratives with concrete ecosystem insights. His active community engagement and ambassador roles enhance his credibility and influence.","weakness":"A potential weakness is his high tweet volume combined with a self-aware acknowledgment of being an 'old leek,' which might sometimes make his content feel overwhelming or overly cautious to newer followers seeking bold takes.","recommendation":"To grow his audience on X, 黑色马里奥 should leverage threaded storytelling with clear, jargon-free summaries to capture newbies while maintaining depth for veterans. Engaging more visually with charts or quick explainer videos could help broaden appeal. Hosting regular polls or Q&A sessions will boost interaction and strengthen community bonds.","roast":"For someone who’s been in crypto since 2017, 黑色马里奥’s tweets are like fine wine—complex and acquired taste—though sometimes you wonder if he’s just fermenting his regrets over those $GIGGLE sales into a vintage ‘old leek’ wisdom. Maybe one day he’ll tweet his exit strategy instead of just showing us how deep the rabbit hole goes!","win":"Successfully operating a dedicated crypto newsletter and serving as a community ambassador for multiple projects, 黑色马里奥 has cemented his role as a trusted voice bridging grassroots enthusiasts and broader network ecosystems."},"created":1763195187187,"type":"the analyst","id":"blmario668"},{"user":{"id":"881530098217648128","name":"Akash Basudevan","description":"Senior MLE / @Google / @Android | ML & research | Memes | Rants | Views are my own | Nothing related to my employer","followers_count":798,"friends_count":1375,"statuses_count":2369,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1975114982447792128/MyMgXAQO_normal.jpg","screen_name":"PackBropagated","location":"India","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"Akash Basudevan is a sharp-minded Senior Machine Learning Engineer and researcher at Google who blends deep technical insights with a touch of humor and candid opinions. His tweets often dissect complex ML concepts while sprinkling in memes and rants, creating a unique mix of substance and personality. Akash is someone who enjoys breaking down difficult research papers into digestible threads, making him a go-to voice for ML enthusiasts craving clarity.","purpose":"To demystify the complexities of machine learning and AI research by sharing thorough analyses and real-world applications, while fostering an engaging community that appreciates both knowledge and wit.","beliefs":"Akash values transparency, intellectual rigor, and authenticity. He believes that hard work, data-backed evidence, and strategic navigation of corporate structures are key to genuine success. He also holds a humorous and honest approach to sharing his views, clearly separating personal opinions from professional affiliations.","facts":"Fun fact: Akash doesn't just rant for fun; his tweets on company promotion systems reveal the intricate, data-driven process behind career advancement at big tech companies—no favoritism or hacks, just pure metrics and performance.","strength":"Exceptional ability to break down and communicate complex research with clarity, backed by practical industry experience at Google. His balanced mix of serious content and humor makes him relatable and credible.","weakness":"Can sometimes come across as overly technical or niche for broader audiences, potentially limiting his reach beyond the ML community. His candid rants might occasionally alienate more conservative or corporate followers.","roast":"Akash must be the only person who can make a technical paper about 'recursive reasoning' sound like a blockbuster thriller, but also somehow manages to convince his followers that promotion at Google is a speed run—too bad he hasn’t figured out how to speed run his own ‘likes’ yet!","win":"Building a loyal and engaged community around ML research that appreciates both the depth of his analyses and his unfiltered take on tech industry realities, evidenced by viral tweets with thousands of likes and retweets.","recommendation":"Akash should continue leveraging his expertise by creating short, engaging video clips or visual explainers on trending ML topics to catch the eye of a wider audience on X. Collaborating with influencers in adjacent tech fields and engaging more in community conversations will help convert his deep technical followers into an even larger, diverse audience."},"created":1763195142738,"type":"the analyst","id":"packbropagated"},{"user":{"id":"54114744","name":"Tony","description":"Writing at https://t.co/ejt5N5KzWH | Venture Partner @HustleFundVC | Fmr @RebillTeam (@ycombinator W22) @dormroomfund @umich @fulbrightprgrm","followers_count":1521,"friends_count":1916,"statuses_count":10307,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1236423590179987463/hCnL7TmE_normal.jpg","screen_name":"tonycueva","location":"Remote","entities":{"description":{"urls":[{"display_url":"emergingfintech.co","expanded_url":"http://emergingfintech.co","url":"https://t.co/ejt5N5KzWH","indices":[11,34]}]},"url":{"urls":[{"display_url":"tonycb.com","expanded_url":"https://tonycb.com","url":"https://t.co/7nfqGmXv5Y","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"Tony is a data-driven venture partner with a keen eye for market nuances and investment strategies, focusing on precision over volume in VC performance. His experience at HustleFundVC and previous roles shows a passion for deep analysis backed by real-world data across emerging and mature markets. Tony thrives in uncovering insights that challenge conventional wisdom and help founders and investors make smarter, more informed decisions.","purpose":"Tony's life purpose is to transform venture capital and startup investment through rigorous analysis and evidence-based strategies, enabling smarter capital allocation that fuels genuine innovation and sustainable growth.","beliefs":"He believes that numbers tell the true story behind investment success, valuing transparency, precision, and thoughtful selection over hype and volume. Tony trusts that deep data analysis can reveal actionable truths that outperform traditional wisdom in market dynamics.","facts":"Tony analyzed a decade of Latin American VC data, revealing that highly concentrated portfolios outperform diversified ones in emerging markets, challenging widely accepted investment theses.","strength":"Tony’s greatest strength lies in his analytical rigor and ability to distill complex market data into clear, actionable insights that disrupt conventional investment thinking. He’s also skilled at blending quantitative evidence with qualitative nuance to guide better decision-making.","weakness":"His intense focus on data and deep analysis can sometimes come at the cost of broader engagement or emotional connection with audiences who prefer simpler, more personal storytelling.","roast":"Tony’s tweets are so densely packed with data and charts, even his morning coffee needs a spreadsheet to keep up—if only his retweets delivered as many likes as his analytic threads deliver numbers!","win":"Tony’s standout achievement is his groundbreaking analysis of Latin American VC returns, which challenges established diversification dogma and positions him as a thought leader in emerging market investment strategies.","recommendation":"To grow his audience on X, Tony should balance his impressive data-driven content with more storytelling and simpler takeaways that resonate emotionally. Engaging directly with followers through Q&A threads or polls could also humanize his analytical brand and broaden appeal beyond hardcore VCs and data nerds."},"created":1763195093077,"type":"the analyst","id":"tonycueva"},{"user":{"id":"1628937732167766017","name":"榕一（Rong Yi）","description":"非标场外深耕，撸毛日常不辍｜非专业链上数据搬运工｜早期项目研究｜","followers_count":2132,"friends_count":315,"statuses_count":4969,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1945998042886471680/PYAoxTnz_normal.jpg","screen_name":"0XWhaleBit","location":"Tokyo-to, Japan","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"榕一（Rong Yi） is a numbers-driven, non-mainstream crypto sleuth who thrives on deep-diving into off-standard markets and tracking high-performance addresses in the Solana ecosystem. With a relentless passion for uncovering early-stage projects and sharing well-researched data, they are a dedicated chain data courier who never misses a trade insight. Their tweets reveal a consistent knack for spotting winning wallets and meme token trends that excite the crypto community.","facts":"榕一 has tracked and shared detailed performance metrics of multiple Solana addresses trading meme tokens, showcasing impressive returns like +3370% on $BOPI and +9008% on $FIW.","purpose":"榕一’s life purpose is to illuminate the shadowy corners of the crypto ecosystem by providing clear, data-backed insights that empower everyday traders and enthusiasts to make smarter, more profitable decisions.","beliefs":"They believe in rigorous, evidence-based research over hype and speculation, valuing transparency and actionable intelligence in the volatile world of crypto investments.","strength":"Masterful at analyzing on-chain data and converting complex performance stats into digestible and practical insights, 榕一 can spot high potential tokens and profitable trade addresses with sharp precision.","weakness":"Their deep focus on niche off-standard markets and heavy technical data sharing might limit broader appeal and engagement, confining their audience mainly to hardcore crypto traders.","recommendation":"To grow their audience on X, 榕一 should blend their detailed analyses with more accessible storytelling and occasional educational threads that explain market mechanics to new followers, paired with engaging visuals or short videos to boost retention and retweets.","roast":"For someone who tracks hundreds of meme coins and wallet returns down to the decimal, 榕一 probably dreams in spreadsheets – no wonder their idea of ‘fun’ is double-checking on-chain data rather than going out for drinks!","win":"Consistently showcased high-win-rate Solana meme token addresses achieving returns over 500% and even 9000%, earning the trust of crypto-savvy followers looking for precise, profitable insights."},"created":1763195021810,"type":"the analyst","id":"0xwhalebit"},{"user":{"id":"1582384658083328000","name":"十一Eleve","description":"🌟 Crypto投研 | 03硕士在读\n🔍 本职算法研究，副业投研逻辑分享\n🛠 Ru7助理 | 每日Alpha推送\n👇 联系方式与频道👇","followers_count":14921,"friends_count":2632,"statuses_count":5303,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1959601828750090240/-5H1YXTZ_normal.jpg","screen_name":"EleveResearch","location":"👉","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"linktr.ee/EleveResearch","expanded_url":"https://linktr.ee/EleveResearch","url":"https://t.co/FfA1soFfjr","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"十一Eleve is a detail-driven crypto research enthusiast and algorithmic researcher balancing academia with a passion for Alpha insight sharing. Known for precise, data-backed evaluations of new coin projects and tactical trading calls, 十一Eleve blends methodical research and market savvy. Their content resonates with crypto investors seeking in-depth analysis and thoughtful market perspectives.","facts":"Fun fact: 十一Eleve has publicly achieved a perfect win record on all their openly recommended crypto trades over recent months, proving their research chops aren’t just theory but battle-tested results.","purpose":"Your life purpose centers on deciphering complex financial and tech landscapes to empower fellow crypto enthusiasts with clear, actionable insights—helping people make smarter investment decisions in the volatile world of digital assets.","beliefs":"You believe that rigorous data analysis, transparency, and continuous learning are the cornerstones of successful investing. Patience and disciplined risk management underpin your approach, and you value educating your audience to navigate crypto markets responsibly.","strength":"Your biggest strengths lie in your analytical rigor, deep understanding of tokenomics, and ability to distill complex information into digestible content. You also excel at spotting market opportunities ahead of the crowd and have a strong track record validating your calls.","weakness":"Juggling the intense demands of graduate research and a crypto side hustle can wear you down, sometimes leading to moments of burnout and hesitation about choosing between academia and full-time trading. This dual pressure may limit your content consistency and real-time engagement ability.","recommendation":"To grow your audience on X, lean deeper into live updates and real-time Alpha signals, possibly by outsourcing some community management to maintain steady engagement. Build stronger personal branding by sharing more behind-the-scenes stories of your research process and occasional personal reflections to humanize your expert persona.","roast":"Eleve’s like a crypto oracle who moonlights as a tireless grad student—spending so much time crunching numbers that sometimes it feels like their true project isn’t crypto research but a world record for longest sleepless geek streak.","win":"The standout achievement: sustaining a flawless record on publicly shared crypto trade recommendations, showcasing not just theoretical knowledge but proven, profitable strategy execution that earns respect in the Alpha community."},"created":1763195007709,"type":"the analyst","id":"eleveresearch"},{"user":{"id":"852853704441167874","name":"可可","description":"公众号【可可AI杠杆】，k8s-1million-pods, 前腾讯/美团，AI 10X. | 公众号封面生成器 https://t.co/J23NWfp9w9","followers_count":54,"friends_count":334,"statuses_count":431,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1910894318358810624/6Dz4HXYI_normal.jpg","screen_name":"coco_ai666","location":"","entities":{"description":{"urls":[{"display_url":"wxmp.hacksmeta.com","expanded_url":"http://wxmp.hacksmeta.com","url":"https://t.co/J23NWfp9w9","indices":[57,80]}]},"url":{"urls":[{"display_url":"wxmp.hacksmeta.com","expanded_url":"http://wxmp.hacksmeta.com","url":"https://t.co/J23NWfp9w9","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"可可 is a tech-savvy thinker who dissects complex software engineering truths and AI advancements with precision and clarity. Formerly at Tencent and Meituan, they now amplify insights through their public account ‘可可AI杠杆’, blending deep industry knowledge with sharp critiques. 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