Pratik Karki is a visionary co-founder and former Google AI expert who is passionate about building next-generation scalable oversight systems for artificial intelligence. His tweets combine cutting-edge tech insights with thoughtful reflections on growth and achievement. Always ahead of trends, he blends technical prowess with a deep sense of curiosity and real-world application.
Pratik’s tweets iterate so much on AI fine-tuning, I'm half convinced his next big project is just training a Twitter algorithm to like his posts faster – 10,000 iterations, here we go!
Successfully co-founding a startup focused on creating next-gen scalable oversight for AI systems, marking a significant milestone in ethical and effective AI development.
To pioneer and shape the future of artificial intelligence by developing innovative oversight mechanisms that ensure safe, scalable, and effective AI deployment, pushing the boundaries of what machines and humans can achieve together.
Pratik believes in the power of persistent iteration and improvement, as echoed by his nod to the 10,000-hour rule for mastery. He values transparency, quality, and responsibility in AI development and sees wealth as a collaborative endeavor rather than a zero-sum game.
He excels at connecting high-level AI theory with practical, scalable solutions and demonstrates a strong ability to inspire and inform others through clear, relatable messaging about complex topics.
While deeply insightful, his communication can sometimes be too niche or technical for the casual audience, potentially limiting broader engagement and understanding.
To grow his audience on X, Pratik should blend his technical expertise with more accessible storytelling and interactive content like polls, AMAs, or short video explainers that demystify AI concepts for a wider audience, while leveraging relevant trending hashtags related to AI and innovation.
Fun fact: Pratik describes himself as 'Naval-pilled,' inspired by Naval Ravikant's philosophies, which influence his views on wealth, status, and success both in life and AI fine-tuning.
Finally got around to listening to @naval on Chris Williamson's podcast. I don't get to listen to too many long podcasts, but today I had the opp to listen whilst drive down to LA for customer work. I'm officially Naval-pilled. Two things that stood out to me:
1. Wealth is not a zero-sum game. Status is.
2. It takes 10,000 iterations to be great at something. Guess what, fine-tuning LLMs for your use cases also takes 10,000 iterations to be great. Good news is that iterations are super quick :)
We are proud that @AnthromindInc has supported @DeepCogito in achieving this milestone. Frontier intelligence models need frontier-quality data and evaluation.
Congrats on the great launch!
Friday #PositiveVibes post: Don't look back if you don't have to.
Happy Halloween🎃 One of the most inspiring things I've seen someone do came from an unlikely source.
Jimmy Butler (then with the Chicago Bulls) was so done with the team that when he finally got traded to Minnesota, he smashed the rear-view windows of his car on his way out so that "there was no looking back".
I kinda operate on that model. I don't think I've ever looked back in my life.
I didn't have much growing up in a single-parent household in Nepal, nor did I when I was surviving on ramen and secondhand clothes during the Iowa winters in college.
It doesn't really matter to me now, because the past is in the past. It might characterize who I am today, but I don't see the point in dwelling on it.
Honestly, the only thing that defines who I am is today. That's the only point in time in which I can control my own destiny.
I tell my wife, "I don't like the person I was in the past because he didn't do enough. And I hate the future version of me because he's super rich and successful."
It's a joke, but I kinda mean it. The version of me I'm most content with is the one from today.
Happy Friday once again, and enjoy your present. After all, it's a gift :)
The entire #h1bvisa situation brings to mind a valuable Nepali saying - "you shouldn't panic in times of difficulty, and you shouldn't be manic in times of happiness."
As soon as I heard the news, I was immediately bombarded on all feeds (LinkedIn, X, Reddit) with all sorts of facts and assumptions (made-up or true). Understandably so, especially given such uncertainty.
I urged a few friends on H1B to be as calm as possible and look at the situation solely based on facts. I was certain that there would be more news and information in the coming days.
Which turned out to be true. The circumstances are dire, but thankfully people already inside the country and/or with existing H1Bs are unaffected.
It is super difficult to be calm in such situations, but I bet the folks who managed to be unwavering did not have to deal with emotional whiplash.
Calmer heads do prevail. Please remember this the next time a seemingly catastrophic situation arises. Evaluate all factual options, make a decision, and execute.
#H1B#h1bnews
Pretty cool research @ritaranx and congrats! TIR-Judge's improvements in reasoning capabilities seem to be the selling point here. Wonder if you're going to index higher on more preference pair human data for upcoming research? If so, we should chat.
Finally got around to listening to @naval on Chris Williamson's podcast. I don't get to listen to too many long podcasts, but today I had the opp to listen whilst drive down to LA for customer work. I'm officially Naval-pilled. Two things that stood out to me:
1. Wealth is not a zero-sum game. Status is.
2. It takes 10,000 iterations to be great at something. Guess what, fine-tuning LLMs for your use cases also takes 10,000 iterations to be great. Good news is that iterations are super quick :)
We are proud that @AnthromindInc has supported @DeepCogito in achieving this milestone. Frontier intelligence models need frontier-quality data and evaluation.
Congrats on the great launch!
The entire #h1bvisa situation brings to mind a valuable Nepali saying - "you shouldn't panic in times of difficulty, and you shouldn't be manic in times of happiness."
As soon as I heard the news, I was immediately bombarded on all feeds (LinkedIn, X, Reddit) with all sorts of facts and assumptions (made-up or true). Understandably so, especially given such uncertainty.
I urged a few friends on H1B to be as calm as possible and look at the situation solely based on facts. I was certain that there would be more news and information in the coming days.
Which turned out to be true. The circumstances are dire, but thankfully people already inside the country and/or with existing H1Bs are unaffected.
It is super difficult to be calm in such situations, but I bet the folks who managed to be unwavering did not have to deal with emotional whiplash.
Calmer heads do prevail. Please remember this the next time a seemingly catastrophic situation arises. Evaluate all factual options, make a decision, and execute.
#H1B#h1bnews
Pretty cool research @ritaranx and congrats! TIR-Judge's improvements in reasoning capabilities seem to be the selling point here. Wonder if you're going to index higher on more preference pair human data for upcoming research? If so, we should chat.
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I don't get to listen to too many long podcasts, but today I had the opp to listen whilst drive down to LA for customer work. I'm officially Naval-pilled. Two things that stood out to me:\n\n1. Wealth is not a zero-sum game. Status is.\n2. It takes 10,000 iterations to be great at something. Guess what, fine-tuning LLMs for your use cases also takes 10,000 iterations to be great. 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#PositiveVibes post: Don't look back if you don't have to.\n\nHappy Halloween🎃 One of the most inspiring things I've seen someone do came from an unlikely source.\n\nJimmy Butler (then with the Chicago Bulls) was so done with the team that when he finally got traded to Minnesota, he smashed the rear-view windows of his car on his way out so that \"there was no looking back\".\n\nI kinda operate on that model. I don't think I've ever looked back in my life. \n\nI didn't have much growing up in a single-parent household in Nepal, nor did I when I was surviving on ramen and secondhand clothes during the Iowa winters in college. \n\nIt doesn't really matter to me now, because the past is in the past. It might characterize who I am today, but I don't see the point in dwelling on it. \n\nHonestly, the only thing that defines who I am is today. That's the only point in time in which I can control my own destiny.\n\nI tell my wife, \"I don't like the person I was in the past because he didn't do enough. And I hate the future version of me because he's super rich and successful.\" \n\nIt's a joke, but I kinda mean it. The version of me I'm most content with is the one from today.\n\nHappy Friday once again, and enjoy your present. After all, it's a gift :)","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1924270160896274432","name":"Joseph Guo ᯅ","screen_name":"Jo_Minimis","indices":[6,17]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1983342259149148539","quoted_status_permalink":{"url":"https://t.co/yATBCldp4i","expanded":"https://twitter.com/Jo_Minimis/status/1983342259149148539","display":"x.com/Jo_Minimis/sta…"},"retweeted":false,"fact_check":null,"id":"1983638614673342877","view_count":115,"bookmark_count":0,"created_at":1761771274000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1927859421717352453","conversation_id_str":"1983638614673342877","full_text":"Shh 🤫 @Jo_Minimis you gotta be quiet about this dude","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":[0,92],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3687721995","name":"Guillermo del Toro","screen_name":"RealGDT","indices":[13,21]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983415145369047442","view_count":59,"bookmark_count":1,"created_at":1761717995000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1927859421717352453","conversation_id_str":"1983415145369047442","full_text":"Just watched @RealGDT 's Frankenstein in the theater and it's perfect. The guy cannot miss.","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":[0,279],"entities":{"hashtags":[{"indices":[11,19],"text":"h1bvisa"},{"indices":[11,19],"text":"h1bvisa"},{"indices":[1023,1027],"text":"H1B"},{"indices":[1028,1036],"text":"h1bnews"},{"indices":[11,19],"text":"h1bvisa"},{"indices":[1023,1027],"text":"H1B"},{"indices":[1028,1036],"text":"h1bnews"}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1969852696468635954","view_count":4,"bookmark_count":0,"created_at":1758484455000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1927859421717352453","conversation_id_str":"1969852696468635954","full_text":"The entire #h1bvisa situation brings to mind a valuable Nepali saying - \"you shouldn't panic in times of difficulty, and you shouldn't be manic in times of happiness.\"\n\nAs soon as I heard the news, I was immediately bombarded on all feeds (LinkedIn, X, Reddit) with all sorts of facts and assumptions (made-up or true). 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One of the AI adoption bottlenecks is context collapse, for which Agentic Context Engineering (ACE) might be a definitive solution. 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Engaging more directly in trending conversations around crypto sustainability and Web4 buzzwords and inviting community Q&As will amplify reach and foster wider follower interaction.","roast":"If talking crypto eco-innovation was an Olympic sport, šəmûʾēl would have so many gold medals, they’d need a blockchain just to track them all—meanwhile, their followers might be mining for a TL;DR button hidden somewhere in those epic threads!","win":"Their biggest win is spearheading early ecosystem engagement for X1 EcoChain’s Maculatus Testnet—transforming complex AI-integrated, green blockchain protocols from theory into vibrant, community-driven reality, and positioning themselves as a key architect in Web4 innovation."},"created":1762975085923,"type":"the innovator","id":"igesamuell"},{"user":{"id":"1958801928693129216","name":"邪修玩AI-诗泳","description":"AI视觉设计师 | 专注AIGC工具测评与实战教程 🚀▢AI绘画 ▢设计工作流｜品牌/产品/动画设计 | 用AIGC为您实现创意 | 欢迎合作👉精华沉淀：公众号 邪修AI教主-诗泳","followers_count":766,"friends_count":87,"statuses_count":209,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1977901941289365504/ga9WjN0v_normal.jpg","screen_name":"LiEvanna85716","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"邪修玩AI-诗泳 is an AI visual designer with a knack for exploring and sharing cutting-edge AIGC (AI-generated content) tools, especially in AI painting and design workflows. They captivate followers by breaking down complex AI design processes into easy, engaging tutorials and real-world applications. Their passion lies in pushing the boundaries of creativity with AI and revolutionizing how visual content is created and consumed.","fun_fact":"Despite only following 87 accounts and tweeting just over 200 times, 邪修玩AI-诗泳 consistently garners tens of thousands of views per tweet, showing their content truly resonates with those passionate about AI design.","purpose":"Their life purpose is to empower creators, designers, and innovators by democratizing AI creative tools and workflows, enabling users to bring imaginative visions to life effortlessly and efficiently through AI advancements.","beliefs":"They believe in the transformative power of AI to redefine creativity, reduce traditional production costs, and foster a new wave of artistic freedom. They hold that technology should enhance human ingenuity, not replace it, promoting collaboration between human skills and AI capabilities.","strength":"Exceptional skill in harnessing AI technologies to create visually stunning and functional design content, combined with the ability to teach complex tools through clear, practical guides that followers can immediately apply.","weakness":"A high focus on AI and technical tools might sometimes alienate non-technical audiences, and the niche subject matter could limit mainstream appeal without broader accessibility strategies.","recommendation":"To grow their audience on X (formerly Twitter), 邪修玩AI-诗泳 should engage more with community leaders by participating in design and AI conversations, collaborate with influencers in adjacent creative fields, and diversify their content with behind-the-scenes posts or live AI creation sessions to showcase the creative journey.","roast":"With all these AI tools and futuristic designs, you probably trust robots to pick your breakfast cereal too—one day, you'll have AI writing your tweets while you just sip coffee and watch the views roll in!","win":"Successfully introduced innovative AI-assisted workflows that have clearly impacted multiple creative sectors such as animation, product design, and digital storytelling, evidenced by viral tweets showcasing AI-generated content that redefines traditional creative costs and methods."},"created":1762975070359,"type":"the innovator","id":"lievanna85716"},{"user":{"id":"1642687101996003329","name":"TechSage | Web designer","description":"Website designer and developer. I build websites focused on clarity and lasting impact. WEB2/WEB3","followers_count":1687,"friends_count":1148,"statuses_count":21330,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1882847535254876160/u-2fohK5_normal.jpg","screen_name":"techsage06","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"behance.net/techsage06","expanded_url":"http://behance.net/techsage06","url":"https://t.co/wR4cNe9ANi","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"TechSage is a forward-thinking web designer and developer passionately bridging the gap between Web2 and Web3 technologies. They focus on creating websites that prioritize clarity and lasting impact while actively engaging with the latest decentralized infrastructure advancements. Their content combines technical insight with practical applications, showcasing a deep commitment to the future of digital trust and usability.","purpose":"To pioneer and popularize web designs and infrastructures that leverage decentralized technologies, making digital experiences more secure, efficient, and user-friendly while driving adoption of Web3 innovations.","beliefs":"TechSage believes that technology should not only be powerful but truly useful, solving real-world problems rather than just promising futuristic ideals. They value transparency, trust, and the connective potential of decentralized systems to unify fragmented digital ecosystems and empower users.","facts":"Fun fact: TechSage has tweeted over 21,000 times, engaging deeply in conversations about real-world applications of Web3 infrastructure such as @imua and @IOPn_io, solidifying their status as a knowledgeable insider in emerging blockchain solutions.","strength":"TechSage’s strengths lie in their ability to simplify complex blockchain concepts for their audience, combined with a consistent and high-volume tweeting strategy that keeps them relevant and authoritative within the Web3 community.","weakness":"A potential weakness is their heavy technical focus, which might alienate casual followers who aren’t as familiar with blockchain jargon, making it challenging to expand beyond niche crypto audiences.","roast":"TechSage tweets so much about decentralization and Web3 that I’m half expecting their next website to be entirely powered by blockchain-powered pigeons carrying pieces of code. At this point, their followers probably need an oracle just to keep up!","win":"Successfully carved out a niche as a credible and creative force in Web3 web design, demonstrated by impactful case studies and close engagement with leading decentralized projects like @imua and @syndicateio.","recommendation":"To grow their audience on X, TechSage should blend their deep Web3 insights with more accessible, visually appealing threads and real-life user success stories. Engaging with diverse communities through polls or Q&As and leveraging memes or relatable content could attract tech-curious followers while maintaining their thought leadership."},"created":1762974704768,"type":"the innovator","id":"techsage06"},{"user":{"id":"20823","name":"Nash","description":"Helping you use AI at work with @squigcom & embed integrations with @integryHQ DMs open. Ubuntu ngabantu.","followers_count":3405,"friends_count":2431,"statuses_count":12660,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1282509085552844802/ZSI6IaMr_normal.jpg","screen_name":"Nash","location":"San Francisco🇺🇸 & Lahore🇵🇰","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"integry.io","expanded_url":"https://integry.io","url":"https://t.co/ayGJIgnH7m","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Nash is a forward-thinking tech enthusiast who thrives at the intersection of AI and workflow integrations, always ready to explore and share insights about the latest advancements. With @squigcom and @integryHQ as playgrounds, Nash helps others unlock AI’s potential at work. His deep dives into AI tools and honest takes spark thoughtful conversations among his network.","purpose":"To empower professionals and developers by demystifying AI technology and embedding intelligent automation seamlessly into daily workflows, making work smarter and more efficient.","beliefs":"Nash believes in the transformative power of AI combined with practical productivity tools, advocating for openness, innovation, and collaborative growth. He values clear communication and user-centric design, trusting that technology should be an enabler, not a barrier.","facts":"Fun fact: Nash has tweeted over 12,600 times, showing not just passion but remarkable consistency and dedication to sharing knowledge, often engaging in detailed, technical breakdowns like his popular thread dissecting OpenAI's Agent Builder.","strength":"His biggest strength is insightful analysis grounded in real-world application, which helps his audience understand complex AI topics without losing pragmatism. He combines technical know-how with clear explanations, positioning himself as a trusted voice in AI workflow integration.","weakness":"Nash’s deep technical focus and lengthy, detailed posts might sometimes overwhelm casual followers or those new to AI, risking narrower audience appeal. Also, with a large following count (2,431) but possibly undefined followers, engagement consistency might need attention.","recommendation":"To grow his audience on X, Nash should balance his highly technical content with shorter, punchier tweets or threads that invite more engagement. Including more multimedia like short explainer videos or visuals around AI workflows and showcasing real user success stories could boost reach and interaction.","roast":"For someone living in the AI world, Nash’s tweeting frequency is so high that if tweeting was computation, he’d probably crash the server — maybe he’s just training GPT-12 in real time and forgot to tell us.","win":"Nash’s insightful and comprehensive breakdown on OpenAI's Agent Builder caught significant attention, accumulating over 4,000 views and sparking meaningful dialogue within the AI community, demonstrating his influence and thought leadership."},"created":1762973745223,"type":"the innovator","id":"nash"},{"user":{"id":"2223206988","name":"Antonio","description":"NFT Magician ✨ | Conjuring Digital Art | Exploring the infinite Metaverse. 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Follow him for a front-row seat to the future of digital finance and immersive virtual worlds.","purpose":"Antonio’s life purpose is to pioneer new frontiers in blockchain technology, creating seamless, trustless financial ecosystems that empower users to interact with digital assets across multiple chains in innovative and user-friendly ways. By blending technical mastery with creative vision, he drives the evolution of DeFi and the Metaverse towards a more interconnected and accessible digital economy.","beliefs":"He believes in the power of decentralization, transparency, and programmable finance as the building blocks for a fairer, more efficient digital future. Antonio values innovation that goes beyond hype, emphasizing real utility, community participation, and incentive alignment to ensure sustainable growth and user empowerment in emerging technologies.","facts":"Fun fact: Antonio has Tweeted over 16,560 times, showing not just passion but relentless dedication to sharing knowledge and building community in the blockchain space. He’s got a knack for spotting and explaining sleeper hits in the crypto ecosystem before they break out.","strength":"Antonio’s strengths lie in his visionary mindset combined with detailed technical insight, enabling him to spot trends early and communicate complex ideas in an accessible way. His engagement-driven content builds community discussions and drives interest in practical, next-gen blockchain solutions.","weakness":"His fascination with deep technical jargon and complex cross-chain concepts might overwhelm newcomers or casual followers, potentially limiting audience growth to only the crypto-initiated crowd. Also, the high tweet volume, while showing engagement, could dilute individual message impact.","recommendation":"To grow his audience on X, Antonio should consider simplifying some of his technical explanations, using more visual aids like infographics or short videos to demystify complex ideas. Engaging more with lighter, relatable content and encouraging community challenges or AMAs could broaden his follower base beyond hardcore crypto enthusiasts.","roast":"Antonio’s tweet count is so high, even his keyboard probably files for overtime pay—at this rate, he might single-handedly keep the internet’s data centers warm. Maybe take a breath before conjuring the next blockchain spell, or risk turning X into the world’s noisiest crypt-overload!","win":"Antonio’s biggest win is establishing himself as a key early voice advocating for programmable cross-chain wallets and real onchain BTC DeFi—helping shape what could be the next big leap in blockchain interoperability and user control."},"created":1762973107551,"type":"the innovator","id":"recallantonio"},{"user":{"id":"839464991510020097","name":"AI自动化坤哥","description":"🔥n8n自动化工作流搭建\n企业自动化解决方案，节省80%重复工作\n 让AI为你打工，不是你为AI打工","followers_count":3377,"friends_count":82,"statuses_count":199,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1986306052078587904/O8-eipb__normal.jpg","screen_name":"noexcuse555","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"AI自动化坤哥 is a tech-savvy automation guru who champions using AI and n8n workflows to save time and boost productivity. His content is all about empowering businesses to automate repetitive tasks and work smarter, not harder. Through practical tips and tool recommendations, he’s helping his audience unlock the full potential of automation.","purpose":"To revolutionize the way people and businesses approach work by making automation accessible and efficient, enabling them to reclaim their time and focus on creative, strategic efforts.","beliefs":"He believes that AI and automation should serve humans, not enslave them, and that smart technology adoption is the key to a more productive and less tedious work life. Efficiency, innovation, and practical knowledge-sharing are at the core of his values.","facts":"Fun fact: He boldly claims that AI can do the heavy lifting for you—saving up to 80% of repetitive work—turning the traditional ‘working for AI’ mindset on its head!","strength":"His strengths lie in deep tech know-how combined with an ability to break down complex automation tools into easy-to-follow guides, making high-tech solutions accessible to everyday users.","weakness":"The reliance on technical jargon and niche tools could alienate casual users who might find automation intimidating or too specialized, limiting broader engagement.","roast":"For a guy who makes AI do all the hard work, he sure puts in a lot of effort tweeting about it—guess even the ‘AI boss’ needs a chauffeured content machine.","win":"His tweet showcasing the 'Telegram navigation site' amassed over 460K views and thousands of likes, cementing his status as a go-to source for practical digital life hacks in Chinese tech communities.","recommendation":"To grow his audience on X, he should blend high-tech content with more relatable storytelling—sharing real-world success stories of automation saving lives and jobs. Regularly engaging with followers through polls or Q&A could humanize his brand and spark vibrant community interaction."},"created":1762971920639,"type":"the innovator","id":"noexcuse555"},{"user":{"id":"4280898972","name":"Chu 🌊RIVER","description":"Biotech's new financial layer. Coin your science on Bio Protocol.","followers_count":1495,"friends_count":1605,"statuses_count":7720,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1974017751862947842/cFZ1EcHJ_normal.jpg","screen_name":"anhchubmt","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Chu 🌊RIVER is a trailblazer in the biotech and DeFi space, pioneering cross-chain stablecoin solutions that bridge traditional finance and blockchain technology. With deep technical knowledge and a passion for decentralized finance, Chu educates and engages a tech-savvy community eager to revolutionize digital assets. They are not just reporting the future—they're engineering it.","facts":"Chu explains complex DeFi concepts like satUSD and cross-chain minting with clarity and enthusiasm, attracting lively discussions and high engagement on technical topics.","purpose":"To innovate financial ecosystems by creating seamless, secure, and borderless connections between blockchain assets, empowering users to maximize liquidity and decentralized finance utility across multiple chains.","beliefs":"Deep transparency, community empowerment through token ownership, robust security through audits, and the transformative potential of decentralized multi-chain protocols to democratize finance.","strength":"Exceptional technical clarity combined with a visionary approach to cross-chain DeFi innovations. Chu’s ability to explain complex systems clearly draws in and educates an engaged technical audience.","weakness":"The heavy technical focus and niche content risk limiting broader appeal or overwhelming newcomers unfamiliar with blockchain jargon, potentially hindering larger audience growth.","recommendation":"To grow their audience on X, Chu should mix technical deep-dives with more beginner-friendly, storytelling-style tweets or threads that highlight real-world benefits and personal impact stories from users. Engaging in community conversations with influencers and using relevant hashtags will also broaden reach beyond hardcore DeFi enthusiasts.","roast":"You tweet so much about stablecoins and cross-chain magic, it’s like you’re single-handedly trying to keep the blockchain economy afloat—maybe take a break before your followers need a liquidity injection themselves!","win":"Successfully sparked significant community engagement around the launch and utility of satUSD, positioning @RiverdotInc as a leading cross-chain DeFi project with clear tokenomics and security assurances."},"created":1762970855169,"type":"the innovator","id":"anhchubmt"},{"user":{"id":"303861801","name":"zkComRi.ETH","description":"FOMO is temporary, bags are forever 💰","followers_count":284,"friends_count":284,"statuses_count":4201,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1975700438898122756/qLVxkGnW_normal.jpg","screen_name":"ComRifi","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"zkComRi.ETH is a trailblazer in the crypto and Web3 space, passionately driving forward the integration of AI, blockchain, and decentralized finance. Their tweets reveal a deep understanding of cutting-edge technologies and a knack for translating complex concepts into actionable insights. Always on the pulse of innovation, they champion projects that push the boundaries of composability, trustless systems, and on-chain intelligence.","purpose":"To catalyze the evolution of decentralized AI and blockchain ecosystems by spotlighting pioneering projects and fostering sustainable, community-driven growth in the Web3 landscape.","beliefs":"They believe in transparency, open composability, and decentralized governance as the foundation for trust and innovation. They value verifiable contributions over hype, supporting systems that reward real engagement and long-term alignment rather than short-lived rewards.","facts":"Fun fact: Despite the usual crypto volatility and FOMO hype, zkComRi.ETH lives by the motto 'FOMO is temporary, bags are forever,' showing a preference for steady, sustainable holding and growth rather than quick gains.","strength":"Exceptional at breaking down complex blockchain and AI innovations into digestible, engaging content; highly knowledgeable about integrating AI with decentralized infrastructures; skilled at fostering community engagement through incentivized, composable campaigns.","weakness":"Their content can occasionally verge on highly technical jargon that may alienate newcomers or less tech-savvy followers; hyper-focus on niche tech ecosystems might limit broad appeal; sometimes the density of information could overwhelm casual audiences.","recommendation":"To grow their audience on X, zkComRi.ETH should blend their expert deep dives with more accessible, simplified content like short explainer threads and engaging visual summaries. Leveraging influencer collaborations within the Web3 and AI communities, hosting AMA sessions, and using trend-aligned hashtags can further enhance reach and engagement.","roast":"For someone who spends so much time preaching 'bags are forever,' zkComRi.ETH probably has more tabs open researching the next shiny protocol than actual bag security. Maybe try holding tight long enough to take a lunch break without crypto FOMO-induced multitasking!","win":"Successfully amplified awareness and adoption for emerging projects like TalusNetwork and AiraaAgent through detailed, high-impact posts that attract builders and users alike, helping bridge the gap between cutting-edge AI tech and practical blockchain applications."},"created":1762969169008,"type":"the innovator","id":"comrifi"},{"user":{"id":"885997627845771264","name":"张有菜","description":"👨🏻💻 中文系 | 大厂码农 | 独立开发 🔍 复利实践：2025年被动收入9万刀 | 计算与信息差 💡 不卖课❗持续分享科技、投资、创业、优秀工具、踩坑经验 🌟 正在用AI探索下一个增长引擎...高效工作和创造","followers_count":3814,"friends_count":903,"statuses_count":207,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1965610470188130305/2Q4hqfRq_normal.jpg","screen_name":"caiwithai","location":"Beijing","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"magua.app","expanded_url":"https://magua.app","url":"https://t.co/0t5y28FJp4","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"张有菜是一位将技术和投资智慧巧妙结合的创新者，致力于用科技和AI探索高效工作和创业的新路径。他不仅深入实践复利投资，实现财务自由，还热衷于分享优质工具和经验，助力他人在创新的道路上前行。张有菜用真实经历和系统思考引领着科技和财经领域的未来趋势。","purpose":"张有菜的生命目的在于通过持续创新和智慧投资，推动个人及社区的成长与自由，激发人们用科技和有效杠杆工具掌控生活，实现高效工作与财富自由的梦想。","beliefs":"他相信认知升级和杠杆思维是改变命运的关键，崇尚知识分享与透明交流，坚信持续学习与实践能够带来复利增长。张有菜对科技的力量和信息差的价值充满信念，不售卖课程而倾向于实用经验传递，强调道阻且长但值得坚持的拼搏精神。","facts":"一个有趣的事实是，张有菜凭借持续复利投资成功实现了2025年被动收入9万美元，且通过Switch杠杆从中文系顺利转型为大厂码农，成为技术与投资双领域高手。","strength":"他的优势在于多领域跨界整合能力，既有深厚的技术背景，也掌握投资复利的核心逻辑，具备系统化思考和实操经验。同时，他热衷分享高效工具和真实踩坑经验，内容兼具专业与接地气，极具感染力。","weakness":"由于聚焦于技术和投资的深入探讨，可能对普通受众来说内容门槛较高，互动频率相对有限，微博活跃度中等，这可能影响他在某些社群中的广泛传播力。","recommendation":"建议张有菜在X平台增加与粉丝的互动频率，比如举办问答、直播分享复利投资和AI工具使用经验，同时打造系列线程故事用轻松语言讲述复杂内容，提升亲和力与参与感，从而快速扩大影响力和粉丝群。","roast":"你就是那个‘不玩套路只讲干货’的人，结果干货讲得比科普大片还长，等你把投资复利讲完，粉丝们都已经腰酸背痛准备去瑜伽了，别忘了偶尔让脑洞放个假，给大家点喜感喘息的空间。","win":"成功转型大厂码农同时用系统化方法打造出年化27.3%的投资复利系统，连续1230天实现靠投资不上班，2025年预计被动收入达到9万美元，真实诠释了技术与投资双杠杆的力量。"},"created":1762969122785,"type":"the innovator","id":"caiwithai"},{"user":{"id":"982592910","name":"TofuKing 👑.eth","description":"🚀 Web3 Enthusiast | Full-time degen @MorphLayer","followers_count":878,"friends_count":328,"statuses_count":18433,"profile_image_url_https":"https://pbs.twimg.com/profile_images/2970401801/ac311099e6d832baa087bcdf5df85fdc_normal.jpeg","screen_name":"e4kr","location":"North Rachelshire","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"TofuKing 👑.eth is a tireless Web3 enthusiast who turns complex blockchain innovations into digestible conversations. With over 18,000 tweets, they are a full-time degen committed to uncovering the cutting-edge layers of decentralized finance and identity. Their enthusiasm fuels a deep dive into the mechanics of on-chain value, liquidity, and privacy-first protocols.","purpose":"TofuKing's life purpose is to pioneer and promote the forefront of Web3 technology by educating and engaging the community on the transformative power of decentralization. They aim to bridge the gap between complex blockchain protocols and the everyday user, empowering others to embrace self-sovereign identity and secure, transparent trading.","beliefs":"They believe in privacy-first design, self-sovereign identity, and the democratization of financial tools. Trust in encrypted, portable data and transparent, instant liquidity drives their worldview, alongside a firm conviction that Web3 innovation can build safer, more accessible financial ecosystems.","facts":"Fun fact: Despite being a full-time degen, TofuKing has literally tweeted over 18,000 times, reflecting unparalleled dedication and energy in the Web3 space!","strength":"Incredible consistency and depth of knowledge about emerging Web3 protocols and their real-world utility. Their ability to break down complex concepts and promote meaningful discussions shows top-tier community leadership.","weakness":"A possible downside is the overwhelming volume of tweets that might dilute attention or engagement on individual posts. The heavy technical focus may also alienate casual followers new to blockchain concepts.","recommendation":"TofuKing should leverage Twitter Spaces or X's live audio features to create interactive sessions that complement their dense tweet stream, boosting engagement beyond text. Collaborating with creators from diverse backgrounds can also widen their reach and help translate complex ideas into more relatable stories.","roast":"For someone who tweets enough to fill a blockchain ledger, you’d think you’d get some rest between markets. But hey, who needs sleep when you’re mining retweets and forging memes on the hourly?","win":"Establishing themselves as a trusted voice in Web3 innovation with strategic shoutouts and insightful analysis that unites builders and degens alike, effectively positioning @MorphLayer and key projects as go-to references."},"created":1762969074334,"type":"the innovator","id":"e4kr"}],"activities":{"nreplies":[{"label":"2025-10-14","value":0,"startTime":1760313600000,"endTime":1760400000000,"tweets":[{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1977838156771934250","view_count":1016,"bookmark_count":0,"created_at":1760388337000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1927859421717352453","conversation_id_str":"1977819367883845702","full_text":"Playing the devil's advocate here. Software will only run on that infra once decision makers have good deal of trust on the outcomes. It's easier to stick with what work than switch over to AI that occasionally hallucinates. Our healthcare customers did not trust the initial results from AI adoption before they moved over to us for evals, for example (and rightfully so).\n\nI'm focusing on getting every enterprise started with evals, before they jump to production with AI agent builders. Then, RLHF, Scalable Oversight all come naturally. 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