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2026-05-25 10 builders · 23 tweets · 1 podcasts · 0 blogs

🔥 热点话题

Yann LeCun:LLM不是通往人类智能的道路Yann LeCun: LLMs Are Not the Path to Human-Level Intelligence

核心要点:LLM在语言任务上表现出色,但缺乏处理物理世界真正智能的架构;基于JEPA的世界模型才是前进方向。Yann LeCun作为Meta前首席AI科学家和图灵奖得主,分享了他离开Meta创立新公司专注于现实世界AI的原因。他认为现实过于复杂、连续且嘈杂,无法用自回归token预测处理。能够预测动作后果并通过搜索进行规划的世界模型至关重要。“LLM本质上是不安全的……它们无法预测自己动作的后果。”他对比了JEPA的非生成式方法,该方法学习抽象表示。他预计这种范式将在机器人、工业控制和医疗保健领域实现五年内主导世界。
The Takeaway: LLMs excel at language tasks but lack the architecture for true intelligence in the physical world; world models based on JEPA are the way forward. Yann LeCun, Meta's former Chief AI Scientist and Turing Award winner, shares why he left to found AI for the real world at his new company. He argues reality is too complex, continuous, and noisy for autoregressive token prediction. World models that predict action consequences and enable planning through search are essential. "LLMs are intrinsically unsafe... they cannot predict the consequences of their actions." He contrasts this with JEPA's non-generative approach that learns abstract representations. LeCun sees five-year world domination for this paradigm in robotics, industrial control, and healthcare.
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💰 创业成功案例

Aaron Levie谈CEO的AI认知偏差Aaron Levie on CEO AI Psychosis

Box CEO Aaron Levie警告称,CEO容易出现AI认知偏差,因为他们远离具体实施细节。他们看到顺利的原型演示,却忽略了验证、集成和可靠性等实现可持续代理价值所需的大量实际工作。他建议CEO们自己大量使用AI,以全面理解潜力和实际挑战。
Box CEO Aaron Levie warns that CEOs are prone to AI psychosis because they're distant from implementation details. They see happy-path prototypes but miss the real work in verification, integration, and reliability needed for sustainable agent value. He advises CEOs to use AI extensively themselves to understand both upside and practical challenges.
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Ryan Carson用AI代理 solo 创业Ryan Carson Runs Startup Solo with AI Agents

Peter Yang介绍了Ryan Carson使用OpenClaw作为首席员工、Codex和Devin作为工程团队的solo创业方式。Carson强调在招聘前亲自体验每项工作,先构建能构建MVP的系统,并像对待真实员工一样给代理提供邮箱、日历和GitHub访问权限。
Peter Yang highlights Ryan Carson's approach of using AI agents like OpenClaw as chief of staff and Codex/Devin as engineering team. Carson emphasizes understanding every job before hiring, building systems that build MVPs, and treating agents like employees with proper access.
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🛠️ 开发者工具与技巧

Thariq谈Bun重写与遗留代码价值Thariq on Bun Rewrite and Legacy Code Value

Anthropic的Thariq指出,像Bun这样的遗留代码库在提炼成新形式方面将极具价值。他 envision 未来所有游戏都跨平台,所有遗留软件都能在web上运行。目前模型还不够成熟,但很快就会实现。
Anthropic's Thariq notes that legacy codebases like Bun will be incredibly valuable for distilling into new forms. He sees a future where every game is cross-platform and legacy software runs on the web. Models aren't quite there yet but will get there.
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Nikunj Kothari用Claude Code逆向工程APINikunj Kothari Reverse Engineers APIs with Claude Code

FPV Ventures合伙人Nikunj Kothari分享了他如何使用Claude Code结合browser_harness或Playwright嗅探网络请求来自动化任务。这绕过了困难的DOM导航,实现了程序化数据访问。他预测网站将需要成为headless,并为代理提供支付机制。
FPV Ventures partner Nikunj Kothari shares how he uses Claude Code with browser_harness or Playwright to sniff network requests and automate tasks. This bypasses difficult DOM navigation and enables programmatic data access. He predicts websites will need to become headless with payment mechanisms for agents.
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Zara Zhang推荐Mac保持唤醒工具Zara Zhang Recommends Amphetamine for Mac

开发者Zara Zhang发现了Amphetamine这款可靠的Mac应用,即使合上盖子也能保持电脑唤醒,优于终端caffeinate命令。
Builder Zara Zhang discovered Amphetamine, a reliable Mac app that keeps the computer awake even with lid closed, outperforming terminal caffeinate.
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🌍 其他动态

Madhu Guru:CEO AI FOMO的隐患Madhu Guru on CEO AI FOMO Risks

Google产品领导者Madhu Guru观察到,CEO的远程AI指令会导致表演性演示和进展停滞,让注重实际操作的初创公司有机会颠覆市场。
Google Product Leader Madhu Guru observes that arms-length AI mandates from CEOs lead to performative demos and stalled progress, allowing hands-on startups to disrupt.
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Guillermo Rauch:伟大品牌源于伟大产品Guillermo Rauch: Great Brands Come from Great Products

Vercel CEO Guillermo Rauch简洁指出:打造伟大产品才能打造伟大品牌。他还称赞巴西柔术是顶级运动追求。
Vercel CEO Guillermo Rauch states simply: Build a great product to build a great brand. He also praises BJJ as the peak athletic pursuit.
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Garry Tan:高执行力和品味是关键Garry Tan: High Agency and Taste Unlock Success

Y Combinator CEO Garry Tan强调,高执行力和高品味是当前环境下的关键解锁因素。
Y Combinator CEO Garry Tan emphasizes that high agency and high taste are the unlock in today's environment.
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