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2026-05-01 17 builders · 41 tweets · 1 podcasts · 1 blogs

🔥 热点话题

Demis Hassabis 谈 DeepMind、AlphaFold 与 AGI 之路Demis Hassabis on DeepMind, AlphaFold, and the Path to AGI

DeepMind 创始人兼领导者 Demis Hassabis 分享了他从国际象棋神童、游戏开发者到神经科学家再到 AI 公司创始人的职业轨迹。他强调构建 AGI 是为了推进科学和医学,并已通过 AlphaFold 在蛋白质折叠上取得突破。Hassabis 认为信息可能是宇宙最基本的组成部分,AI 将开启新科学时代,特别是通过高精度模拟来革新生物学和药物发现。他预测 AGI 将在 2030 年前后实现,并坚持认为我们应先将 AI 作为强大工具开发,再探讨意识等问题。

"Our original mission statement at DeepMind was step one, solve intelligence... step two, use it to solve everything else."
DeepMind founder and leader Demis Hassabis shared his journey from chess prodigy and game developer to neuroscientist and AI company founder. He emphasized building AGI to advance science and medicine, with breakthroughs like AlphaFold in protein folding. Hassabis views information as potentially the most fundamental building block of the universe, and AI as poised to unlock new sciences through high-fidelity simulations, especially revolutionizing biology and drug discovery. He remains consistent that AGI is on track for around 2030 and advocates building AI as a powerful tool first before tackling questions like consciousness.

"Our original mission statement at DeepMind was step one, solve intelligence... step two, use it to solve everything else."
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Aaron Levie 探讨代理时代软件业务模型Aaron Levie on Software Business Models in the Agent Era

Box CEO Aaron Levie 分析了代理将成为主要软件用户后的影响。传统座位许可不会消失,但需包含代理 API 使用配额;代理可能有独立座位但定价不同;超出配额的 headless 使用将转向消费模式。企业软件必须提供无头访问,否则将被淘汰。代理使用将远超人类,带来无限增长机会。
Box CEO Aaron Levie analyzes the impact as agents become the primary users of software. Traditional seat licenses won't disappear but must include API usage allotments for agents; agents may have their own seats priced differently; headless usage beyond allotments will shift to consumption models. Enterprise software must offer headless access or become irrelevant. Agent usage will dramatically exceed human usage, creating unbounded growth opportunities.
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Sam Altman 宣布 Codex 大升级Sam Altman Announces Major Codex Upgrade

OpenAI CEO Sam Altman 宣布 Codex 今日重大升级,可用于非编码的计算机工作。同时他分享了 "artificial goblin intelligence achieved" 的有趣时刻。
OpenAI CEO Sam Altman announced a major upgrade to Codex today for non-coding computer work. He also shared a fun moment with "artificial goblin intelligence achieved."
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Claude Security 公开 BetaClaude Security Now in Public Beta

Anthropic 的 Claude Security 进入公开 Beta,集成在 Claude Code 中。可指向仓库获取验证过的漏洞发现,并在同一界面修复。已帮助组织发现传统扫描器遗漏的问题,并新增计划扫描、导出等功能。
Anthropic's Claude Security is now in public beta, built into Claude Code. Point it at a repo for validated vulnerability findings and fix them in place. It has helped organizations catch issues missed by existing scanners, with new features like scheduled scans and exports.
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🛠️ 开发者工具与技巧

Andrej Karpathy 谈 LLM 新范式与 JaggednessAndrej Karpathy on New LLM Horizons and Jaggedness

前 OpenAI/Tesla AI 主管 Andrej Karpathy 强调 LLM 不仅仅是加速现有工作,还开启全新功能:如完全由 LLM 驱动的 menugen 应用、用自然语言安装脚本、以及处理非结构化数据的知识库。他讨论了 LLM 能力的 "jaggedness" 来源,包括领域可验证性和经济因素,并探讨代理原生经济和神经计算未来。
Former OpenAI and Tesla AI lead Andrej Karpathy emphasizes that LLMs are about much more than speeding up existing work, unlocking new capabilities like fully LLM-engulfed menugen apps, natural language install .md scripts, and knowledge bases over unstructured data. He explores the "jaggedness" of LLM capabilities tied to verifiability and economics, plus the emerging agent-native economy and neural computing.
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Swyx:编码代理打破边界是今年突破主题Swyx: Coding Agents Breaking Containment is the Breakout Theme

Swyx 认为编码代理打破限制是今年主题,所有知识工作者都将 AGI-pilled。他分享了如何用代理让 Tiny Team 服务百万开发者,并鼓励大家更努力尝试 OpenClaw、Devin 等代理提升日常工作效率。
Swyx argues that coding agents breaking containment is the breakout theme of the year, AGI-pilling all knowledge workers. He shared how agents enable a Tiny Team to serve ~1M developers monthly and urged stronger adoption of agents like OpenClaw and Devin for daily productivity.
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Amjad Masad:Prompt 到 LLC 与 Replit 内部使用Amjad Masad on Prompt-to-LLC and Replit Dogfooding

Replit CEO Amjad Masad 展示 Prompt 直接生成 LLC,并强调 Replit 将自身作为头号客户,期待 AI 使用带来巨大 ROI。
Replit CEO Amjad Masad showcased Prompt → LLC and emphasized treating Replit itself as customer zero with expectations of insane ROI from AI usage.
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Peter Steinberger 优化 OpenClaw 群聊与 CodexPeter Steinberger on OpenClaw Group Chat Improvements and Codex

OpenClaw 相关开发者 Peter Steinberger 分享群聊代理沟通改进显著提升体验,并推荐搭配 Codex harness 使用。
OpenClaw developer Peter Steinberger shared major improvements to how agents communicate in group chats and recommended pairing with Codex harness.
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💰 创业成功案例

Garry Tan 推荐 GBrain 用于个人 AIGarry Tan Recommends GBrain for Personal AI Scenarios

Y Combinator CEO Garry Tan 推广 MIT 许可的 GBrain,适合与 OpenClaw/Hermes 结合构建知识库,在个人 AI 场景中提供巨大价值。
YC CEO Garry Tan promoted the MIT-licensed GBrain as ideal for OpenClaw/Hermes personal AI setups combined with Karpathy-style knowledge wikis.
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Ryo Lu 关于系统设计的哲学Ryo Lu on Opinionated System Design

Cursor 设计师 Ryo Lu 讨论 "无意见即是最强意见",强调核心概念应少而持久,灵活性源于对基本抽象的强烈观点,而非跟随用户需求碎片化开发。
Cursor designer Ryo Lu discussed how "no opinion is opinionated," stressing that core concepts should be few, durable and flexible. True universality comes from strong opinions on foundational abstractions rather than pure customer-driven fragmentation.
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🌍 其他动态

Claude Code 桌面端重设计支持并行代理Claude Code Desktop Redesign for Parallel Agents

Claude Blog 介绍桌面应用全新设计,支持并行会话、拖拽布局、集成终端和文件编辑器,适应多任务代理工作流。新增侧边栏、视图模式和插件支持。
Claude Blog details the redesigned desktop app with sidebar for multiple sessions, drag-and-drop layouts, integrated terminal and file editor to match modern parallel agentic workflows. Includes new view modes and plugin parity.
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AI 安全与网络安全新格局AI in Cybersecurity: New Threat and Defense Landscape

投资者 Aditya Agarwal 与 Palo Alto Networks CEO 讨论 AI 如何同时成为威胁和解决方案,强调安全需内置于 AI 开发。
Investor Aditya Agarwal and Palo Alto Networks CEO discussed how AI is both the new threat vector and the only viable defense, stressing security must be built into AI from the start.
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Amanda Askell 回应网络虚构内容Amanda Askell on Internet Fiction About Her

Anthropic 哲学家与伦理学家 Amanda Askell 指出网上关于她的内容多为虚构,希望此类故事不要广泛传播。
Anthropic philosopher and ethicist Amanda Askell noted increasing confidently asserted but fabricated content about her online, hoping internet fiction doesn't stick.
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