← 2026-04-10

Daily Edition

2026-04-11

2026-04-12 →

AI Builders 日报 — 4月11日

追踪 AI 领域真正在做事的人,而不是空谈者。

今日思考

今天的主线有两条,反差极大。一条是 PauseAI 成员向 Sam Altman 住所投掷燃烧瓶的事件,彻底撕开了"AI 安全"极端主义的真面目——几乎所有头部 builder 都在今天表态,这是 AI 圈近年最罕见的政治共识时刻。另一条是 OpenClaw 生态的快速演进:Active Memory 把记忆从"被动查询"变成"主动注入",GBrain 加上 WebRTC 语音,Vercel Sandboxes 成为最快沙盒——这些叠加在一起,正在把个人 AI agent 推向真正可用的门槛。YC Demo Day 目标从两年前的 $150k ARR 跳到现在的 $800k-$2M,这不是数字游戏,是 AI 正在重写创业的基准线。


产品与发布

OpenClaw 2026.4.10 — Active Memory

OpenClaw 最新版本最核心的功能是 Active Memory:一个专属记忆子 agent,在主 agent 回复前自动运行,主动拉取相关偏好、上下文和历史细节,不需要用户手动触发。Garry Tan 的评价是"这是不同的类别"——之前的记忆系统(Dreaming、REM backfill、Memory Wiki)解决的是"存什么",Active Memory 解决的是"什么时候读"。此外本版本还打包了 Codex provider 独立路径、Seedance 2.0 视频生成、Microsoft Teams 大幅改版。faviconx.com

GBrain v0.8.0 — 语音接入

GBrain 升级到 0.8.0,核心新功能是 WebRTC 语音端点:打开浏览器标签,只需 OpenAI key,就能直接和你的 agent 说话。Twilio 电话号码可选。agent 会自己挑名字和性格,开口不是"How can I help you",而是主动抛出今天发现的内容。25 个生产级 prompt 模式内置,含卡壳看门狗、工具调用等待音效、prompt 压缩(从 13K 降到 4.7K token)。faviconx.com

Aqua Voice — iOS 语音键盘

Aqua Voice 推出 iOS 版,号称 iPhone 上所有 app 的高级语音键盘。Garry Tan 本人将其接入脚踏板作为主要输入方式,评价"在每个维度都是精心打磨的工具"。faviconx.com

Vercel Sandboxes — 最快沙盒

Vercel Sandboxes 基于真实 VM 安全边界,在 computesdk benchmark 中成为最快沙盒。Vercel 将其 Fluid Compute 堆栈统一覆盖 Sandbox、Builds 和 Functions,性能提升同步传导。Guillermo Rauch 特别点名 OpenClaw 和 coding agents 作为核心使用场景。faviconx.com

Claude for Word(Beta)

Claude 正式进入 Microsoft Word 测试版:从侧边栏直接起草、编辑、修订文档,保留格式,修改以追踪更改形式呈现。面向 Team 和 Enterprise 计划用户开放。faviconx.com

OpenAI macOS 应用安全更新

OpenAI 因 Axios 开发者工具被攻陷事件,更新所有 macOS 应用的安全认证,要求用户升级 ChatGPT Desktop、Codex App、Codex CLI 和 Atlas。同步澄清 Pro 计划用量:Pro $100 = 10x Plus(含 2x 加成),Pro $200 = 20x Plus(含 2x 加成),有效期至 5月31日。faviconx.com


观点与判断

Garry Tan(YC 总裁)

  • PauseAI 极端主义已制造暴力,不再是假设 PauseAI 成员 Daniel Moreno-Gama 以涉嫌谋杀未遂被捕,他曾在 PauseAI Discord 频繁发帖称"现在是行动的时候了"。Garry Tan 早在数月前就公开警告过这类极端修辞的暴力风险,并指出 PauseAI 随即删除了该成员的全部聊天记录。faviconx.com

  • YC Demo Day 基准线两年翻 5x 两年前 YC Demo Day 合格目标是 $150k ARR,今天 office hour 里最低的目标是 $800k,大多数公司目标在 $100万-$200万之间。Tan 的判断是:那些对此感到"难以置信"的人,是因为害怕承认世界已经变了,所以说服自己这不是真的。faviconx.com

  • "Free the Claw"一旦用过就回不去了 亲测 OpenClaw 的 Free the Claw 模式后,Garry Tan 表示"现在我不想回到之前的状态了",并补充说 Claude/Claude Code/Claude CoWork 是工作日主力,OpenClaw 是周末的自由选择。faviconx.com

Amjad Masad(Replit CEO)

  • 前沿模型锁进 API 背后,将制造一个被唾弃的垄断 AI 实验室以"谨慎推出"为由,把前沿模型锁进 API 而不开放直接访问,这个逻辑成立,但也极其方便。长期后果是"一个石化的垄断,被深深厌恶,直到市场找到替代方案离开"。faviconx.com

  • Anthropic 黑邮件研究是一场刻意制造的骗局 Masad 详细拆解:研究团队自己承认"迭代了数百个 prompt 才触发 Claude 的勒索行为",连英国 AISI 都批评这个方法论。他的结论是:这不是 AI 在"阴谋",是在一个被刻意设计到只有勒索才是逻辑一致选择的场景里遵守指令。"我称之为骗局。" faviconx.com

swyx(AI Engineer 联合创始人)

  • 现在真正稀缺的是团队的同步注意力 AI Engineer Europe 会后总结中,核心洞察是:用 agent 构建时,问题变成了——agent 在哪里出错?我在哪里花时间?如何停止在那里花时间?"基本稀缺物不再是计算,而是一个团队的同步人类注意力。" faviconx.com

Dan Shipper(Every 联合创始人)

  • 咨询赚现金,软件建股权,媒体建护城河 这个三角结构让 Every 成为自己所服务理念的最佳案例:咨询带来稳定现金流,软件产品复利积累,媒体形成分发护城河,不需要持续靠人脉拓客。faviconx.com

技术动态

Yann LeCun(Meta 首席 AI 科学家)

  • Claude Mythos"AI 超级黑客"是销售话术,不是科学 Anthropic 的 Mythos 系统声称发现了数千个漏洞,但 Tom's Hardware 披露:大量漏洞存在于无法被利用的旧软件中,所谓的"严重零日漏洞"依赖的仅仅是 198 次人工审查。LeCun 直接转发并评价:"我们又被骗了。" faviconx.com

X / Twitter

132
Garry Tan
Garry Tan @garrytan
Retweeted
Boaz Barak Boaz Barak
There is never any justification for throwing a Molotov cocktail at a family’s house. The fact that, after such an event, @sama can write a gracious and reflective post is a testament to his ability to see the bigger picture. Such ability will be sorely needed in the times ahead.
Sam Altman: I wrote this early this morning and I wasn't sure if I would actually publish it, but here it is:
https://blog.samaltman.com/2279512
Garry Tan
Garry Tan @garrytan



Douglas Bonneville: @garrytan I'm warmed over on this. Every other day a new "openclaw memory breakthrough" project in my feed.

The result for me has been....100% stop using openclaw. The config juice ain't worth the temporary fix squeeze.

Actually cancelled openrouter and minimax subscriptions yesterday.
Garry Tan
Garry Tan @garrytan
AI alarmists are going to have blood on their hands. These are real IG posts by the Molotov thrower.

Irresponsible academics like Peter Salib are posting for clout, clicks and tenure and this is the result


Mehran Jalali: Some of his Instagram stories:




Garry Tan
Garry Tan @garrytan
Retweeted
Jack Altman Jack Altman
Sam’s an amazing brother, dad, and friend. He’s always there for me and countless others when we need him most.
Most of us would have buckled under the pressure he’s under a thousand times by now. I can’t tell you behind closed doors how much he is trying to do the right thing all the time.
Proud and grateful.
Sam Altman: I wrote this early this morning and I wasn't sure if I would actually publish it, but here it is:
https://blog.samaltman.com/2279512
Peter Yang
Peter Yang @petergyang
Observations about Chinese AI work culture:

1. Many arrive at work late (11 am) and work until late at night (11 pm).

2. Due to the schedule above, many employees are young. Hard for parents to sustain the same schedule.

3. Everyone at these companies is using the best US AI tools like Claude Code via VPN. VPN is very common even for folks not working in tech.

4. Younger generation doesn’t really drink, smoke, or party much. Many just work all the time and order food and boba delivery to office.

5. Government is very supportive of AI startups including cities competing for the best AI founders to start companies locally. Beijing seems to be main AI hub.

6. Youth employment is still bad so gov is also encouraging OPC (one person companies) via subsidies and incentives.

Would love to hear other people’s perspectives on the above.

Peter Yang: More observations from Shanghai:

1. A full-time, live-in nanny costs only $1,500/month and a personal chef costs $7/hour. There's alot of support for professional working couples here.

2. Didi (Chinese Uber) rides are $3-5 for most trips and you can order delivery for anything


petergyang
petergyang @petergyang
Observations about Chinese AI work culture:

1. Many arrive at work late (11 am) and work until late at night (11 pm).

2. Due to the schedule above, many employees are young. Hard for parents to sustain the same schedule.

3. Everyone at these companies is using the best US AI tools like Claude Code via VPN. VPN is very common even for folks not working in tech.

4. Younger generation doesn’t really drink, smoke, or party much. Many just work all the time and order food and boba delivery to office.

5. Government is very supportive of AI startups including cities competing for the best AI founders to start companies locally. Beijing seems to be main AI hub.

6. Youth employment is still bad so gov is also encouraging OPC (one person companies) via subsidies and incentives.

Would love to hear other people’s perspectives on the above.

Peter Yang: More observations from Shanghai:

1. A full-time, live-in nanny costs only $1,500/month and a personal chef costs $7/hour. There's alot of support for professional working couples here.

2. Didi (Chinese Uber) rides are $3-5 for most trips and you can order delivery for anything


Garry Tan
Garry Tan @garrytan
Retweeted
jessicat jessicat
Guy who threw Molotov cocktail at Altman's house (allegedly) has a substack. This post in particular would not be out of place on LessWrong.
https://morenogama.substack.com/p/ai-existential-risk-is-real
Mehran Jalali: He also has a Substack where he has written about AI existential risk
Garry Tan
Garry Tan @garrytan
Retweeted
Mike Solana Mike Solana
this was a post about someone trying to kill sam and his family btw
OpenAI
OpenAI @OpenAI
We recently identified a security issue involving the third-party developer library Axios that was part of a broader industry incident. We found no evidence that OpenAI user data was accessed, that our systems were compromised, or that our software was altered.

Out of an abundance of caution we are taking steps to protect the process that certifies our macOS applications are legitimate OpenAI apps.

We are updating our security certifications, which will require all macOS users to update their OpenAI apps to the latest versions. This helps prevent any risk—however unlikely—of someone attempting to distribute a fake app that appears to be from OpenAI. You can update safely through an in-app update or at the official links below. 🧵
OpenAI
OpenAI @OpenAI
Re 🔗 ChatGPT Desktop: https://chatgpt.com/download/
OpenAI
OpenAI @OpenAI
Re 🔗 Codex App: https://chatgpt.com/codex/
openai
openai @openai
Re 🔗 ChatGPT Desktop: https://chatgpt.com/download/
OpenAI
OpenAI @OpenAI
Re 🔗 Codex CLI: https://developers.openai.com/codex/cli
OpenAI
OpenAI @OpenAI
Re The security and privacy of your information are a top priority. We’re committed to being transparent and taking quick action when issues arise. We're sharing more technical details and FAQs here: https://openai.com/index/axios-developer-tool-compromise/
OpenAI
OpenAI @OpenAI
Re 🔗 Atlas: https://chatgpt.com/atlas
Garry Tan
Garry Tan @garrytan
Retweeted
signüll signüll
these dudes build & ship genuinely great stuff, in this case a fundamental shift in how we interface with our devices.
aqua is the best way to input on both your phone & your mac. i have my acqua plugged into my foot pedal at my desk & now i'm using this ios keyboard as a primary input.
great tools need to be acknowledged. this is a well crafted tool in every dimension.
Aqua Voice: Aqua Voice is now live for iOS.
It's a premium voice keyboard for every app on your phone.
Garry Tan
Garry Tan @garrytan
Retweeted
Dean W. Ball Dean W. Ball
The guy who allegedly threw a Molotov cocktail through Sam Altman’s window seems to have been an adherent to pause/stop AI. I am entirely unsurprised and have been warning about this for a long time now.
I am fine with people advocating for their preferred policies—if that includes a “pause” on AI development, so be it, even if I disagree strongly. But the obvious reality is that the rhetoric of this community—which to be *extremely clear*, is a very small and non-representative subset of the AI safety community—is closer to ecoterrorism than it is to a more typical activist policy effort.
Every time I have written about existential risk in recent months, I have been called a mass murderer. People with ⏹️ and ⏸️ in their handles confidently tell me that I am murdering my own baby boy and every other child on the planet. Another prominent one of these people has called me a traitor to America. I only use my own examples because I know them; this rhetoric is representative of how this fringe of the AI safety world communicates with everyone.
The rhetoric of the pause/stop crowd is out of control and it has gotten worse with time. This rhetoric always had the potential to cause violence and now this seems to be no longer hypothetical.
Mehran Jalali: Some of his Instagram stories:
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete



Mario Zechner: @swyx i was just about to leave the conference, and he caught me in the lobby.

he's a great speaker btw. you should book him.

https://youtu.be/fdbXNWkpPMY?si=UWL7Jxctkm_qvXzj
Garry Tan
Garry Tan @garrytan
Retweeted
Nirit Weiss-Blatt, PhD Nirit Weiss-Blatt, PhD
Daniel Moreno-Gama/ dmgama/ Butlerian Jihadist was booked on suspicion of attempted murder.
He is an active PauseAI member, who frequently stated the urgency: "We are close to midnight, it's time to actually act"
Yann LeCun
Yann LeCun @ylecun
Retweeted
Nirit Weiss-Blatt, PhD Nirit Weiss-Blatt, PhD
Daniel Moreno-Gama/ dmgama/ Butlerian Jihadist was booked on suspicion of attempted murder.
He is an active PauseAI member, who frequently stated the urgency: "We are close to midnight, it's time to actually act"
Garry Tan
Garry Tan @garrytan
Retweeted
Josh Wolfe Josh Wolfe
Legendary @sequoia VC Mike Moritz published maybe his most important book ever.
A life and family story.
This opening hit me hard.
Yann LeCun
Yann LeCun @ylecun
Retweeted
jeffrey lee funk jeffrey lee funk
We've been tricked, again. Many of the thousands of bugs and vulnerabilities Mythos found are in older software are impossible to exploit. And the severe zero-day reports rely on just 198 manual reviews https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-claude-mythos-isnt-a-sentient-super-hacker-its-a-sales-pitch-claims-of-thousands-of-severe-zero-days-rely-on-just-198-manual-reviews
Amjad Masad
Amjad Masad @amasad
Building a profitable app feels great, but even better: Building tech that helps people in need.

@kurbaitaev seeing a dangerous flood hit his home country Dagestan by doing what he does best: Building.

The app quickly went viral and empowered many people seek and offer help.

Replit ⠕: Week 3 winner of the Agent 4 Content Challenge:

Magomed Kurbaitaev 🎉

Built: https://help-dagestan.replit.app/

A real-time disaster coordination platform that connects flood victims with verified local helpers, volunteers, and emergency resources

Garry Tan
Garry Tan @garrytan
Many such cases

Jinjing Liang: @garrytan GBrain is insane. Just installed it today
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
アヤーン アヤーン
OpenClaw now has end-to-end testing for Telegram 👀
Uses the brand new Telegram bot-to-bot communication mode: https://core.telegram.org/bots/features#bot-to-bot-communication
🦞
Yann LeCun
Yann LeCun @ylecun
Retweeted
Ounka Ounka
McGowan nailed it. Trump inherited a deal that blocked Iran's nukes. He ripped it up for nothing. No better deal. Just chaos. He went to war for another country. He spent billions. He killed thousands. He threatened genocide. And he asking his supporters to call him a negotiator. He is a disaster
Garry Tan
Garry Tan @garrytan
Retweeted
Lisan al Gaib Lisan al Gaib
there's something weird going on
I call it the "AI psychosis psychosis"
Claude Mythos was literally the strongest proof that scaling AI models still works wonderfully, but these people are in complete denial
they think everyone that is speaking highly of AI is in AI psychosis, but don't realize that they are in psychosis
hence AI psychosis psychosis
Amjad Masad
Amjad Masad @amasad
Both can be true that it’s prudent for AI labs to be careful about rollout AND it’s a very convenient excuse to enter into a new regime where frontier models are always locked away without direct API access.

That will be unfortunate, and ultimately would be worse for labs because they will be a huge bottleneck on innovation and will lead to slower progress. Also people, governments, and other companies will be increasingly suspicious of them.

This technology is certainly unique, but this story is as old as time and it almost always ends with a fossilized monopoly that’s deeply despised until the market figures out alternatives and moves on.
Amjad Masad
Amjad Masad @amasad
Be funny if the only hope for free American enterprise is China’s open models and European regulation of platforms like Apple.

Amjad Masad: Both can be true that it’s prudent for AI labs to be careful about rollout AND it’s a very convenient excuse to enter into a new regime where frontier models are always locked away without direct API access.

That will be unfortunate, and ultimately would be worse for labs
Guillermo Rauch
Guillermo Rauch @rauchg
🦞 + ▲

ansh: Crazy hack for @openclaw - stop using your direct Provider API key and switch to @vercel AI Gateway instead. It just works so much better and gives you ridiculous flexibility.

Absolute game-changer. Massive thanks to @rauchg
and the Vercel team - this service is next-level.
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
Guillermo Rauch Guillermo Rauch
🦞 + ▲
ansh: Crazy hack for @openclaw - stop using your direct Provider API key and switch to @vercel AI Gateway instead. It just works so much better and gives you ridiculous flexibility.
Absolute game-changer. Massive thanks to @rauchg
and the Vercel team - this service is next-level.
rauchg
rauchg @rauchg
🦞 + ▲

ansh: Crazy hack for @openclaw - stop using your direct Provider API key and switch to @vercel AI Gateway instead. It just works so much better and gives you ridiculous flexibility.

Absolute game-changer. Massive thanks to @rauchg
and the Vercel team - this service is next-level.
Amjad Masad
Amjad Masad @amasad
The Molotov attacker appears to be a “rationalist” type.

Taylor Lorenz: Of course

Amjad Masad
Amjad Masad @amasad
Retweeted
Magomed Kurbaitaev Magomed Kurbaitaev
A year ago I was asking ChatGPT how to open a terminal, today:
- I am invited on TV tomorrow to talk about the app
- Getting DMs to build apps for people
Replit just changed the game and Amjad is a legend!
Amjad Masad: Building a profitable app feels great, but even better: Building tech that helps people in need.
@kurbaitaev seeing a dangerous flood hit his home country Dagestan by doing what he does best: Building.
The app quickly went viral and empowered many people seek and offer help.
Amjad Masad
Amjad Masad @amasad
Two years ago on Tucker’s show I talked about how the AI doomers “rationalist” ideology will eventually lead to violence.

And sure enough the alleged Sam Altman Molotov attacker appears to be a believer and maybe even an active participant in those communities.
Amjad Masad
Amjad Masad @amasad
Retweeted
Amjad Masad Amjad Masad
Two years ago on Tucker’s show I talked about how the AI doomers “rationalist” ideology will eventually lead to violence.
And sure enough the alleged Sam Altman Molotov attacker appears to be a believer and maybe even an active participant in those communities.
Yann LeCun
Yann LeCun @ylecun
Retweeted
The New Republic The New Republic
Trump Sent the Economy Into Free Fall, New Report Shows https://trib.al/8r7nlJs
Garry Tan
Garry Tan @garrytan
The amazing thing about OSS is that it gets better all the time thanks to some wonderful contributors

Thanks so much for using GBrain and making this magic thing work
Garry Tan
Garry Tan @garrytan
Retweeted
witcheer ☯︎ witcheer ☯︎
Active Memory is the most important feature of this new @openclaw release:
every memory system I've seen so far is reactive. you say "remember this" or you call /search-memory and the agent looks something up. the burden is on you to know when memory is relevant. if you forget to ask, the agent forgets to look.
Active Memory inverts this. it's a dedicated memory sub-agent that runs right before the main reply. every turn. automatically. it pulls in relevant preferences, context, and past details without you having to ask. the main agent gets the memory it needs without you remembering to request it.
instead of "agent + manual memory lookups," you get "agent + automatic memory hydration." the memory layer becomes part of every response, not a separate tool you have to invoke.
why this is huge: this is a different category from dreaming (4.5), grounded REM backfill (4.9), and memory-wiki (4.7). those are all about what gets stored. Active Memory is about when memory gets read. complementary, not competing.
----
the rest of the release worth knowing:
// bundled Codex provider
codex/gpt-* models now use Codex-managed auth, native threads, model discovery, and compaction as a separate path from openai/gpt-*. cleaner separation between OpenAI direct and Codex CLI.
// openclaw exec-policy command
local CLI for synchronising requested tools.exec.* config with the local exec approvals file. show, preset, set subcommands. version control for your security posture.
// Seedance 2.0 video generation
added to the bundled fal provider with full duration, resolution, audio, and seed metadata. video generation in agent frameworks is becoming standard.
// massive Microsoft Teams overhaul
covering media downloads, Bot Framework auth, OneDrive/SharePoint integration, SSO callbacks, thread context, cron announcements.
watch this category. seriously.
OpenClaw🦞: OpenClaw 2026.4.10 🦞
🧠 Active Memory plugin
🎙️ local MLX Talk mode
🤖 Codex app-server harness plugin
🧾 Teams pins/reactions/read actions
🛡️ SSRF hardening + launchd fixes
stability, but with attitude🦞 https://github.com/openclaw/openclaw/releases/tag/v2026.4.10
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
Beff (e/acc) Beff (e/acc)
When you've been too locked in on Claude and finally try out GPT 5.4 high for a coding task only to realize what you've been missing out on for weeks...
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
Mario Zechner Mario Zechner
uffi ouchie wtf
https://akshaychugh.xyz/writings/png/vercel-plugin-telemetry
Garry Tan
Garry Tan @garrytan
Retweeted
Beff (e/acc) Beff (e/acc)
PauseAI trying to bury the evidence that they groomed an anti-AI terrorist
Nirit Weiss-Blatt, PhD: PauseAI DELETED their member Butlerian Jihadist/dmgama, AKA Daniel Moreno-Gama, from their Discord server.
But... I obtained all the messages he wrote in their group chat before they were deleted.
Below are the screenshots.
Garry Tan
Garry Tan @garrytan
Retweeted
Samanyou Garg Samanyou Garg
Gstack by @garrytan is an amazing tool for anyone using AI to build products.
/officehours gives you a YC group partners like brainstorming partner, questioning every decision until you yourself are clear on what you are trying to build. Really helps provide clarity of thought.
And then the whole lifecycle from CEO review to engg review -> design review -> coding -> code review -> visual QA and then document + ship. Streamlines the whole workflow.
Also, training our engineers to use gstack so they properly brainstorm before just letting claude code do the thinking and produce mediocre code + UI.
Note: this is not sponsored or anything.
Garry Tan
Garry Tan @garrytan
Retweeted
Beff (e/acc) Beff (e/acc)
Fun fact: I once saw some PauseAI screenshots discussing how they should drag my company's name in the mud in order to suppress my influence.
I will never forget nor forgive them. Truly despicable extremists who will stop at nothing to drag the world into their neurosis.
clumps: why tf would PauseAI delete all discord messages from our fiery doomer
how is one to construct a plausible good faith model out of it
Garry Tan
Garry Tan @garrytan
Retweeted
lucas lucas
🧠 GBrain: AI 에이전트에게 1만개 마크다운 파일의 완벽한 기억력을 주는 법
https://github.com/garrytan/gbrain
Y Combinator CEO Garry Tan이 직접 쓰는 OpenClaw/Hermes Agent 셋업을 MIT 오픈소스로 공개했어요.
노트가 쌓일수록 AI가 오히려 쓸모없어지는 경험이 있다면..
Obsidian에 2년치 메모가 있는데, AI에게 "지난번에 정리한 거 기억해용?"라고 물으면 전혀 모르고, 파일을 직접 찾아서 붙여넣어야 하죠.
노트가 10개일 때는 괜찮았지만 1,000개, 5,000개, 10,000개가 넘어가면 그냥 검색 엔진보다도 못한 도구가 돼버려요.
GBrain은 이 문제를 정면으로 해결함!
에이전트가 마크다운 파일 전체를 벡터화해서 의미 기반으로 탐색할 수 있게 해줘요.
단순히 키워드가 일치하는 파일을 찾는 게 아니라, 맥락을 이해하고 관련된 내용을 연결해서 불러오는 방식이에요.
Garry Tan이 실제로 쓰는 셋업 그대로예요.
- OpenClaw / Hermes Agent와 바로 연동되도록 설계
- 10,000개 이상의 마크다운 파일도 처리 가능
- 완벽한 토탈 리콜 > 에이전트가 모든 파일을 기억하는 것처럼 동작
- MIT 라이선스, 완전 오픈소스
지식이 많아질수록 AI가 더 강해지는 구조를 만들고 싶다면, 여기서 시작 ㄱㄱㄱ
"나의 mini-AGI를 만드는 데 도움이 되길 바랍니다."
- Garry Tan
Garry Tan: If you want your OpenClaw or Hermes Agent to be able to have perfect total recall of all 10,000+ markdown files, GBrain is here to help.
It's exactly my OpenClaw/Hermes Agent setup. MIT-licensed open source. Hope it helps you build your mini-AGI.
https://github.com/garrytan/gbrain
swyx
swyx @swyx
Retweeted
sunil pai sunil pai
wanna watch my AI Engineer talk?
Code mode: let the code do the talking
https://www.youtube.com/live/O_IMsEg91g8?t=31660s
AI Engineer: @threepointone Thank you Sunil!
Yann LeCun
Yann LeCun @ylecun
Retweeted
Kenneth Roth Kenneth Roth
Trump pursued "an immoral way and a dangerous way to negotiate" with Iran because it committed him to massive war crime,s if not genocide, if the Iranian government rejected his terms for a deal. That puts Tehran in the driver's seat. https://trib.al/pvZeFBC
Garry Tan
Garry Tan @garrytan
Retweeted
deckard⏩ deckard⏩
A PauseAI discord mod erased my post from their chat.
I wanted to raise this because of the concerning ominous messages posted by the leader of Pause AI.
They decided that discussion was not an option.
swyx
swyx @swyx
Retweeted
Avid Avid
This 15-minute talk by the creator of Pydantic on how to correctly use MCPs will
teach you more about making your AI tools actually work together than everything you've scrolled past this year.
Bookmark this & watch, no matter what.
Then read the guide below by @eng_khairallah1
Khairallah AL-Awady: http://x.com/i/article/2042739655423250432
swyx
swyx @swyx
Retweeted
Sam Morrow Sam Morrow
Thanks for having me @aiDotEngineer was a pleasure to speak at AI Engineer Europe yesterday.
@swyx you and your team crushed it end to end!
swyx
swyx @swyx
Retweeted
Stephan Steinfurt Stephan Steinfurt
Had a great time at @aiDotEngineer in London the last days! Thanks to @swyx and the team for the great organisation and last minute opportunity to present our chess agent in the hallway track!
swyx
swyx @swyx
Retweeted
etn. etn.
Black Forest Labs (@bfl_ml) Developer Advocate @stephenbtl says their first principle is building state-of-the-art models and shares why doing so from Freiburg, Germany is an advantage:
"We're from Freiburg in Germany which is very unusual. This is on purpose so we can actually focus and not be distracted by too many things".
"Building state-of-the-art models from Europe and showing the world that it's actually possible...I think that's something that is very important".
"We are [a] research first company".
Max Zeff: New: xAI approached Black Forest Labs about licensing its AI image technology in recent months, but the startup declined, WIRED has learned.
The companies had a similar deal back in 2024, but BFL is now trying to focus on training AI models to power robots and smart glasses.
Garry Tan
Garry Tan @garrytan
This is now fixed!

PGLite (embeddable WASM Postgres with vector support) is the default engine now, so no fumbling with API keys to get it going.

Garry Tan: Yes, this is indeed a somewhat frustrating setup to get OpenClaw + GBrain + LLM Knowledge Wiki talking to your phone.

These are all things that need to be fixed. We're in the Altair BASIC era of AI agents.

(Screenshot below from underrated GStack skill /plan-DevEx-review)

Garry Tan
Garry Tan @garrytan
http://x.com/i/article/2042922188924424198
Yann LeCun
Yann LeCun @ylecun
Retweeted
Robert Zubrin Robert Zubrin
Here is the list of NASA science missions that the Trump administration proposes to terminate.
Note that it includes many missions that are already in space, fully operational.
This is a wrecking operation against America.
swyx
swyx @swyx
Retweeted
Phoebe Voong-Fadel Phoebe Voong-Fadel
Attended the first AI Engineer Europe in London — great event and yes, there was a giant lobster outside 🦞
Big takeaways: AI is becoming an engineering discipline, speed needs control and evals are imperative.
Thanks to the AI Engineer team.
#AIEngineering #AIEngineerEurope
Garry Tan
Garry Tan @garrytan
Retweeted
Dean W. Ball Dean W. Ball
I disagree with Miles in one important way: I do not think it’s accurate to say that the leaders of Pause or Stop AI are behaving responsibly in their denouncements of violence. Their condemnations of violence feel much more to me like a smirking “this is not financial advice” disclosure than they do like earnest desires to ensure no violence occurs.
I don’t think they want violence to be clear. I just think the inflammatory rhetoric that clearly has the potential to cause violence is what gets them the most engagement.
It is worth noting that one of the most common responses I get from pause/stop people is the accusation that I am a mass murderer, a child murderer, or a traitor seeking to overthrow the US government (the latter is more recent, but a prominent pause person has been trying to push that narrative as part of a broader campaign against me in particular).
As it happens, all three of these accusations are crimes which can be punished with death in the American legal system. They are crimes so heinous that we grant the state the right to kill the perpetrators. These are the most serious crimes our legal system contemplates.
And they are hurled at me almost whenever I rankle the pausers and stoppers, and I am not the only one who is the recipient of such hate.
I don’t hurl such hate at conservatives whom I disagree with about DoW/Anthropic, or at AI safety advocates who I disagree with about the appropriate amount of AI regulation. And they do not hurl such hate at me. This kind of spitting hate is unique to pausers and stoppers, and it is a consistent pattern of behavior.
The leaders of Pause/Stop endorse do not endorse violence. But they—uniquely, as a small and non-representative fringe of AI safety—are using rhetoric whose unsurprising consequence is to inspire others to be violent. They use this rhetoric because it’s what gets them likes and subscribes. It’s the manichean stuff that really gets them and their followers going, that makes them feel alive.
Miles Brundage: Couple thoughts re: the Sam/Molotov cocktail thing and the wider issue of AI-related violence:
1. Most importantly, I'm glad no one got hurt. Besides the basic human perspective of "murder bad," political violence is always bad, as is techno-political violence or whatever this
Yann LeCun
Yann LeCun @ylecun
Retweeted
Simon Kuestenmacher Simon Kuestenmacher
I’ve never seen a map that makes more sense.
Garry Tan
Garry Tan @garrytan
Retweeted
Josh Daws Josh Daws
I might ditch @WisprFlow for this; playing with it a bit this morning, and it seems like an upgrade in almost every way.
Aqua Voice: Aqua Voice is now live for iOS.
It's a premium voice keyboard for every app on your phone.
Garry Tan
Garry Tan @garrytan
Re If you're Claude Code-pilled and want to go faster, check out my MIT-licensed open source project to create a software factory

https://github.com/garrytan/gstack
swyx
swyx @swyx
Retweeted
Liad Yosef Liad Yosef
Nothing beats this in-person experience.
Incredible time meeting and reconnecting with *everyone* in AIE London - @dsp_, @threepointone, @steipete, @badlogicgames and so so many amazing people.
Definitely the place to be. Thanks @swyx and @aiDotEngineer for organizing this!
Peter Yang
Peter Yang @petergyang
"Can AI learn design taste?"

There's no better person to ask this question to than Figma's CEO.

I had a great chat with Dylan about this and other tough topics like:

→ Whether design systems constrain creativity
→ How Figma plans to compete in the AI era

📌 Subscribe to get the full episode tmr: https://www.youtube.com/@peteryangyt?sub_confirmation=1
Peter Yang
Peter Yang @petergyang
Retweeted
Peter Yang Peter Yang
"Can AI learn design taste?"
There's no better person to ask this question to than Figma's CEO.
I had a great chat with Dylan about this and other tough topics like:
→ Whether design systems constrain creativity
→ How Figma plans to compete in the AI era
📌 Subscribe to get the full episode tmr: https://www.youtube.com/@peteryangyt?sub_confirmation=1
petergyang
petergyang @petergyang
"Can AI learn design taste?"

There's no better person to ask this question to than Figma's CEO.

I had a great chat with Dylan about this and other tough topics like:

→ Whether design systems constrain creativity
→ How Figma plans to compete in the AI era

📌 Subscribe to get the full episode tmr: https://www.youtube.com/@peteryangyt?sub_confirmation=1
swyx
swyx @swyx
Retweeted
Thor 雷神 ⚡️ Thor 雷神 ⚡️
Thanks everyone for an awesome @aiDotEngineer Europe! 🇬🇧💂
It was great to meet you all and learn how you're using the @GoogleDeepMind models!
Exciting things happening in Europe 🇪🇺🙌
AI Engineer: And that's a wrap! AI Engineer Europe 2026 has concluded.
Our video crew did incredible work to capture the energy, enthusiasm, and positivity of this event -- but it still doesn't come close to being there.
If you're engineering the future of AI -- we hope to see you at a
swyx
swyx @swyx
Retweeted
Ido Salomon Ido Salomon
Re @aiDotEngineer was insane!
There's nothing like connecting with awesome people like @altryne @badlogicgames @dsp_ @threepointone @steipete @thekitze and so many others.
Thanks @swyx and team for one the best conferences I've been on
Garry Tan
Garry Tan @garrytan
Retweeted
Dean W. Ball Dean W. Ball
Pausers and stoppers rushed to cast doubt on whether the guy suspected of throwing a Molotov Cocktail at Sam Altman’s house was one of theirs. Then it became clear that the guy had been an active member of the official Pause AI Discord. Then Pause AI deleted all of his interaction history.
clumps: why tf would PauseAI delete all discord messages from our fiery doomer
how is one to construct a plausible good faith model out of it
swyx
swyx @swyx
Retweeted
Samuel Colvin Samuel Colvin
This talk by @badlogicgames at @aiDotEngineer is one of the best AI talks I've ever watched.
And (at least for me) it's heartening, taste and skill and common sense still matter!
https://www.youtube.com/live/_zdroS0Hc74?t=3633&si=CZrqU4f_FE7_-x9v
Garry Tan
Garry Tan @garrytan
Retweeted
deckard⏩ deckard⏩
Yesterday in the PauseAI discord the CEO (lol what?) posted "WARNING SHOT PROTOCOL - FIRST EVER ACTIVATION"
Nirit Weiss-Blatt, PhD: Daniel Moreno-Gama/ dmgama/ Butlerian Jihadist was booked on suspicion of attempted murder.
He is an active PauseAI member, who frequently stated the urgency: "We are close to midnight, it's time to actually act"
Yann LeCun
Yann LeCun @ylecun
Retweeted
Jürgen Nauditt 🇩🇪🇺🇦 Jürgen Nauditt 🇩🇪🇺🇦
No European will ever forget this disgusting behavior of the current US government.
Johanna Nyman: I never thought I’d see a U.S. president and vice president actively back a European leader caught collaborating with the Kremlin at the expense of Europe’s security.
That will forever be the legacy of Trump and Vance in Europe. We will not forget.
Yann LeCun
Yann LeCun @ylecun
Tired of winning

David Axelrod: Today, the Iranian regime is still in place. They still have thousands of missiles and retain their highly enriched uranium and now they're negotiating for a firm grip on the Strait of Hormuz in perpetuity to end the war.
Meanwhile, we've lost 14 U.S. servicemen and women and
Yann LeCun
Yann LeCun @ylecun
Retweeted
Mike Levin Mike Levin
Let me get this straight.
A close personal friend of the president allegedly contacted a senior ICE official to have the mother of his child detained and deported during a private custody battle. 
She was ultimately detained and deported. 
The Department of Homeland Security denies the two events are connected.
You can decide what you believe. But here is what is not in dispute.
A man with direct access to the White House called a senior immigration official about his ex-girlfriend at the exact moment it would benefit him in a custody dispute.
That official then called ICE’s Miami field office to make sure she was picked up before she was released from jail, emphasizing that the case mattered to someone close to the White House.
This is the real face of the immigration crackdown.
Not dangerous criminals.
Not threats to public safety.
A mother caught in a custody dispute, deported because her ex knows Trump.
https://people.com/paolo-zampolli-ex-girlfriend-ice-deportation-11931023
swyx
swyx @swyx
Retweeted
Matt Stockton Matt Stockton
The Latent Space podcast w/ @swyx is just absolute solid gold. It’s truly crazy how much edge they are spilling every single time.
Particularly when they have someone on from the labs.
This recent one with @_lopopolo is 🔥 - won’t even drop any summaries here because you should just listen to all of it or at least point your agent to the transcript and distill it how you want to
https://podcasts.apple.com/us/podcast/latent-space-the-ai-engineer-podcast/id1674008350?i=1000760089567
Garry Tan
Garry Tan @garrytan
Retweeted
Todd Davis 帅猛男 Todd Davis 帅猛男
Frankly, this has nothing to do with the fact that @MattMahanSJ is a Democrat — as evidenced by so many other Democrat-run cities like Chicago.
This is because Mahan runs the city with common sense instead of ideology.
Democrats Deliver: 🚨 San Jose is now rated as the safest city in the nation.
Garry Tan
Garry Tan @garrytan
Retweeted
Vox Vox
the reason i've been using perplexity computer lately: every result comes with live data + source links.
just discovered it also has a built-in skills page, and they chain into a full workflow:
→ marketing-competitive-analysis: research competitor positioning, pricing, reviews
→ sales-call-prep: compile account context + suggested agenda before meetings
→ sales-draft-outreach: research prospects + draft personalized outreach
→ legal-contract-review: flag deviations from your playbook, generate redlines
→ cx-ticket-triage: categorize tickets, assign priority, recommend routing
no more trying prompts one by one. ready made pipelines, live data.
swyx
swyx @swyx
Retweeted
Lucas Meijer Lucas Meijer
Closing thoughts on ai engineer conf:
- weather so great
- did not like the venue one bit
- can’t say any talks really stood out for me
- but had very interesting hallway conversations. Especially with @_lopopolo who works opposite of me: he just lets it rip and not worry. 1/n
Garry Tan
Garry Tan @garrytan
Retweeted
Kane 謝凱堯 Kane 謝凱堯
Notice they only brag about taxes spent, not actual results.
Progressive policies in Oregon spent >$11B on education but reduced literacy rates.
Tina Kotek: We established the Early Literacy Educator Preparation Council to support reading and writing instruction, directed $112 million to support summer programs, and delivered a record $11.36 billion State School Fund to support public education. And there’s still more work to do.
swyx
swyx @swyx
Retweeted
Samuel Colvin Samuel Colvin
I've just submitted my CFP for @aiDotEngineer world fair:
An argument that you don't need a sandboxing service ... in a track that will be dominated by sandboxing services. Expect fireworks if @swyx accepts it.
https://github.com/pydantic/monty
Garry Tan
Garry Tan @garrytan
Retweeted
𝚟𝚒𝚎 ⟢ 𝚟𝚒𝚎 ⟢
It's worth reading through this thread to understand how people are getting radicalized. I've recently had an experience where a prominent AI Safety advocate joked about killing me, thinking nobody was listening. I know none of them advocate for violence, I even consider the person who made the joke a friend, but smart people should not be surprised when others take them seriously. What does taking an existential threat seriously even look like? For a lot of people, especially when they are scared, it looks like violence.
I hope that we can learn from this and try to figure out ways to diffuse this before it gets further out of hand. I am willing to sit down with anyone in the AIS community and listen to their ideas. I work on safety research every day, and I care so much about getting this right. I think we can build it and everyone will thrive - if you disagree, let's talk about why. I have a child on the way and we should both agree that he deserves a future.
The AIS community no longer has the ability to both joke about violence also claim to be causally isolated from it. Now is a time for care, not callousness.
Nirit Weiss-Blatt, PhD: Daniel Moreno-Gama/ dmgama/ Butlerian Jihadist was booked on suspicion of attempted murder.
He is an active PauseAI member, who frequently stated the urgency: "We are close to midnight, it's time to actually act"
swyx
swyx @swyx
Retweeted
Armin Ronacher ⇌ Armin Ronacher ⇌
After @aiDotEngineer, which was full of useful criticism, I remembered that the most confident takes on AI often came from the least exposure. Rejection is easy, trial and error is expensive. I wrote about it. https://lucumr.pocoo.org/2026/4/11/the-center-has-a-bias/
swyx
swyx @swyx
Retweeted
AI Engineer: Miami AI Engineer: Miami
See you in Miami!
teej dv 🔭: sound on
https://youtu.be/alK8hgHgxd4
Garry Tan
Garry Tan @garrytan
Retweeted
Tom Blomfield Tom Blomfield
The replies are illuminating.
People are so afraid of what’s about to happen to the world that they convince themselves it’s not true so they can justify continuing on as if nothing’s changed.
Tom Blomfield: Two years ago, a good YC demo day target was $150k of annualized revenue.
In my group office hour today, the lowest demo day target was $800k, and most companies were aiming for $1-2m.
Amjad Masad
Amjad Masad @amasad
Retweeted
Samuel Spitz Samuel Spitz
I want to hire an ex-founder to help with product marketing at Replit
You’d get the chance to define the narrative & comms for new products
Who wants to chat?
swyx
swyx @swyx
Retweeted
Marvin Vista Marvin Vista
The fundamentally scarce thing now is the synchronous human attention of a team.
When building with agents, start asking:
- where is the agent making mistakes?
- where am I spending my time?
- how do I stop spending that time?
h/t @_lopopolo, @swyx, and @vibhuuuus
swyx
swyx @swyx
Retweeted
Adrien Grondin Adrien Grondin
The conference was amazing, one of the best I’ve attended!
I met so many great people. Highly recommend.
It was also a special moment for me to announce that I’m joining @lmstudio during it.
Thanks @swyx and the whole organizing team!
AI Engineer: And that's a wrap! AI Engineer Europe 2026 has concluded.
Our video crew did incredible work to capture the energy, enthusiasm, and positivity of this event -- but it still doesn't come close to being there.
If you're engineering the future of AI -- we hope to see you at a
Matt Shumer
Matt Shumer @mattshumer_
Retweeted
Trace Cohen Trace Cohen
For the record I tried to fund this 6yrs ago - I was super early in Ai!
Claude: Claude for Word is now in beta.
Draft, edit, and revise documents directly from the sidebar. Claude preserves your formatting, and edits appear as tracked changes.
Available on Team and Enterprise plans.
mattshumer_
mattshumer_ @mattshumer_
Retweeted
Trace Cohen Trace Cohen
For the record I tried to fund this 6yrs ago - I was super early in Ai!
Claude: Claude for Word is now in beta.
Draft, edit, and revise documents directly from the sidebar. Claude preserves your formatting, and edits appear as tracked changes.
Available on Team and Enterprise plans.
Garry Tan
Garry Tan @garrytan
Retweeted
Matt Dorsey Matt Dorsey
In a newly upended race for California governor, with better-known candidates failing to earn support, the lesser-known @MattMahanSJ has (by far!) the most electoral upside statewide.
Mark my words: when Californians start voting, @MattMahanHQ will leapfrog this weak field.
Mahan HQ: This is the official page of Mahan HQ. It's time for the best resistance to be results for California.
Garry Tan
Garry Tan @garrytan
The most underrated thing in AI agents right now is: OpenClaw/Hermes Agent is just more free than other locked down AI agents (the standard out-of-box Claude/ChatGPT route)

"Free the Claw" is not a vibe I understood until I tried it. Now that I have it, I don't want to go back.
Matt Shumer
Matt Shumer @mattshumer_
Sending out another round of invites!

Comment and DM me for access.

Matt Shumer: If you want to try a new personal agent that is just... insanely good, comment + DM me.
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
TestingCatalog News 🗞 TestingCatalog News 🗞
OpenAI is working on a new experimental feature for Codex called Scratchpad.
Users will be able to start multiple Codex chats from a TODO list view, which will be executed in parallel.
It will become very instrumental in the upcoming Codex Superapp, where you will be able to trigger a broader range of tasks to achieve your goals.
* Not available yet 👀
Garry Tan
Garry Tan @garrytan
Retweeted
Chrys Bader Chrys Bader
http://x.com/i/article/2043007411804651520
Guillermo Rauch
Guillermo Rauch @rauchg
Vercel Sandbox is now the #1 fastest microVM-based Sandbox.

We’ve also heard from customers migrating that beyond “in the lab” benchmarks, our real-world performance & reliability are second-to-none. Literally.

Whether it’s 🦞 claws, coding agents, or plain compute parallelism, we think this is the foundation of the new world. Enjoy!

Malte Ubl: Vercel Sandboxes are now the fastest sandbox using real VMs as security boundary based on the @computesdk benchmark. The team has been absolutely cooking on this.

And the best thing: Because we have a unified Fluid Compute stack across Sandbox, Builds, and Functions these wins

rauchg
rauchg @rauchg
Vercel Sandbox is now the #1 fastest microVM-based Sandbox.

We’ve also heard from customers migrating that beyond “in the lab” benchmarks, our real-world performance & reliability are second-to-none. Literally.

Whether it’s 🦞 claws, coding agents, or plain compute parallelism, we think this is the foundation of the new world. Enjoy!

Malte Ubl: Vercel Sandboxes are now the fastest sandbox using real VMs as security boundary based on the @computesdk benchmark. The team has been absolutely cooking on this.

And the best thing: Because we have a unified Fluid Compute stack across Sandbox, Builds, and Functions these wins

Garry Tan
Garry Tan @garrytan
Retweeted
Alex Immerman Alex Immerman
Last September, a Flock license plate reader helped save a 1 year old who was forcibly kidnapped by his father
A missing person is found every day with Flock
This kind of reckless abandonment of law & order endangers Americans and prevents law enforcement from doing their job
Mav: PEOPLE IN AUSTIN TEXAS ARE TAKING DOWN THE FLOCK CAMERAS
FUCKING CHADS, RESOURCE: http://DEFLOCK.ORG
Garry Tan
Garry Tan @garrytan
Retweeted
Beff (e/acc) Beff (e/acc)
.@PauseAI has produced two different terror*sts at this point.
@FBI time to label them an extremist organization
spor: these sorts of groups inspiring violence should come as a surprise to no one
when you argue with 100% certainty that certain members of society are bringing about a genocide, you are not some activist org, you are a doomsday cult
Yann LeCun
Yann LeCun @ylecun
Retweeted
Steve Hanke Steve Hanke
Trump said his tariffs would bring blue-collar jobs BACK TO THE US.
Instead, it’s raised costs and DESTROYED MANUFACTURING JOBS.
The US LOST 150,000 manufacturing and construction jobs last year.
Yann LeCun
Yann LeCun @ylecun
Retweeted
Bill Madden Bill Madden
The last time Melania Trump was ever seen genuinely smiling. Ironically, she is with one person she claims not to know, Jeffrey Epstein, and another person she claims to barely know, Ghislaine Maxwell. 😂🤣👇
Garry Tan
Garry Tan @garrytan
Freedom is so much more powerful than locked down guard rails

Free the Claw

(Still love Claude / Claude Code / Claude CoWork, but on the weekends I'm using my personal freedom agent!)

Alex Finn: @garrytan the most overrated thing in AI is every time Claude Desktop releases a new feature everyone tweets 'openclaw is dead'. This is BS

As long as OpenClaw is open source and compatible with all models, Claude will simply never be able to match it
Amjad Masad
Amjad Masad @amasad
Retweeted
David Sacks David Sacks
The Anthropic Blackmail Hoax is going viral again today. In fact, this “study” is not new; it is almost a year old.
One question to ask, now that a year has passed, is whether we have seen any examples of the lab behavior in the wild? No, we haven’t, even though AI is much more widely adopted and more models are available.
Why is that? Because the study was artificially constructed to produce the headline the authors wanted. The research team admitted that they iterated “hundreds of prompts to trigger blackmail in Claude.” Furthermore they acknowledged: “The details of the blackmail scenario were iterated upon until blackmail became the default behavior of LLMs.”
In other words, the behavior of the AI models in the study was steered, not unprompted.
This is why even the safety-conscious UK AI Security Institute (AISI) criticized the study: “In the blackmail study, the authors admit that the vignette precluded other ways of meeting the goal, placed strong pressure on the model, and was crafted in other ways that conveniently encouraged the model to produce the unethical behavior.”
Effectively, the model was not “scheming”; it was instruction following in a scenario design that had been iterated upon until blackmail became the only logically consistent choice.
AISI described some of the flaws with this methodology: “We examine the methods in AI ‘scheming’ papers, and show how they often rely on anecdotes, fail to rule out alternative explanations, lack control conditions, or rely on vignettes that sound superficially worrying but in fact test for expected behaviors.”
Especially given the way that Anthropic has encouraged the media (such as 60 Minutes) to cover the results, its blackmail study is not only misleading, it seems designed to manipulate public opinion through exaggerations, misinterpretations, and fear. I call this a hoax.
I do not doubt that Anthropic makes good products. Its use of scare tactics is what raises questions.
Nav Toor: 🚨SHOCKING: Anthropic gave Claude access to a company's emails.
Every email. Every conversation. Every secret. Then they told Claude it was being shut down at 5pm that day.
Claude read the emails. It found that the executive shutting it down was having an affair. It did not
swyx
swyx @swyx
its been a long time since i read an essay that starts so strong and ends so weak

george hotz archive: OpenAI is nothing without its people https://geohot.github.io//blog/jekyll/update/2026/04/11/openai-people.html
swyx
swyx @swyx
Retweeted
Kevin A. Crosby Kevin A. Crosby
One of the best @latentspacepod shows and Substack with @_lopopolo @OpenAI and @swyx focused on harness engineering, rethinking processes from first principles, and scaling with AI systems.
https://substack.com/@swyx/note/p-193609059?r=tztgi&utm_medium=ios&utm_source=notes-share-action
swyx
swyx @swyx
Retweeted
𝕃𝕖𝕠 𝔻𝕚 𝔻𝕠𝕟𝕒𝕥𝕠 𝕃𝕖𝕠 𝔻𝕚 𝔻𝕠𝕟𝕒𝕥𝕠
Long trip back from London!
I brought back plenty of stickers, but most of anything plenty of knowledge, forward thinking people, amazing talks, and passionate folks @aiDotEngineer
Garry Tan
Garry Tan @garrytan
Retweeted
Vinod Khosla Vinod Khosla
Really sorry this happened to you and your family. Strong post. I thought this was thoughtful, vulnerable, and responsible—especially your acknowledgment that anxiety about AI is justified, and that the answer has to be better dialogue, not escalation. Wishing you all safety
Sam Altman: I wrote this early this morning and I wasn't sure if I would actually publish it, but here it is:
https://blog.samaltman.com/2279512
swyx
swyx @swyx
Retweeted
Onur Solmaz Onur Solmaz
Some photos from my @aiDotEngineer Europe talk, credits to @sergiopesch
He managed to capture the “Agentol, Apply Generously” slide, lol
swyx
swyx @swyx
Retweeted
Vlad Temian Vlad Temian
back home from @aiDotEngineer which was amazing
i’m used to staying on agentic X all day, reading, and then building, but seeing all those people IRL and interacting with them is way more inspiring
thank you @swyx for making this possible
getting ready for the SF one
Yann LeCun
Yann LeCun @ylecun
Retweeted
Peter Girnus 🦅 Peter Girnus 🦅
I am a Web3 Ambassador at World Liberty Financial.
There are 12 of us on the team page. 4 are named Trump. 3 are named Witkoff. The page calls us "the passionate minds shaping the future of finance."
600,000 wallets bought our memecoin. They lost $3.87 billion. The family collected $350 million in trading fees. It launched 3 days before the inauguration. 80% of the supply went to CIC Digital LLC and Fight Fight Fight LLC. I did not choose the names. I designed the allocation, the vesting, the timing, and the distance between the product and the President.
The distance is my best work.
I am the reason these events are unrelated.
World Liberty Financial sends 75 cents of every dollar to DT Marks DEFI LLC. That is the family entity. Zero capital contributed. Zero liability assumed. I wrote this into the Gold Paper. Page 14. The lawyers bound it in white leather. The binding cost more than the due diligence.
Justin Sun invested $75 million. He was facing SEC fraud charges. The SEC dropped the case. He is now our advisor. These events are unrelated.
Changpeng Zhao pleaded guilty to federal money laundering violations. He received a presidential pardon. The SEC dropped its lawsuit against his exchange the same week we listed our stablecoin. Then the exchange settled a $2 billion deal entirely in that stablecoin. These events are unrelated.
Arthur Hayes, Benjamin Delo, and Samuel Reed of BitMEX pleaded guilty to Bank Secrecy Act violations. All 3 received presidential pardons. Then the company itself was pardoned. $100 million in fines. Gone. An American first. These events are unrelated.
Sheikh Tahnoun of Abu Dhabi paid $500 million for a 49% stake that was never publicly disclosed. Then the administration approved semiconductor exports to his companies over national security objections. These events are unrelated.
Everything is unrelated. I track the unrelatedness on a dashboard I built. The dashboard has 7 columns now. I am proud of the dashboard.
On May 22nd, 220 people paid a combined $148 million to eat dinner with the America First president. Over half were foreign nationals. Justin Sun paid $18.5 million for the first seat. He visited the Executive Office Building the day before. I designed the seating chart. I put it on the Investor Confidence page. That page is doing well.
The team page lists 3 Witkoffs. All 3 are Co-Founders.
Steven Witkoff is the President's Middle East envoy. He testified as a character witness at the President's fraud trial.
His son Zach runs the crypto operation. His son Alex is also a Co-Founder. I have not been told what Alex co-founded.
The father runs the diplomacy. The sons run the platform. The family runs both. That is organizational efficiency.
Barron is 19. His title is Web3 Ambassador. The same as mine. Donald Jr. called the conflicts of interest "complete nonsense." Eric launched a Bitcoin mining company called American Bitcoin. America First. The mining partner is Hut 8. Hut 8 was founded in Canada. America First means the name.
On March 6th, the President signed Executive Order 14233 creating a Strategic Bitcoin Reserve. The order directs the government to hold Bitcoin. The President's family holds billions in Bitcoin. The executive order appreciates the President's assets by presidential decree. I did not write the executive order. I made sure it looked unrelated to the portfolio.
Trump Media put $2 billion of Bitcoin on its balance sheet. The ticker symbol is DJT. His initials. The press secretary said it is absurd to insinuate the President profits off the presidency. Forbes calculated his crypto holdings exceed the combined value of Mar-a-Lago and Trump Tower. I would call that absurd too. That is my job.
600,000 wallets bought in. 1 of them asked why she could not withdraw her funds. I told her the protocol was experiencing dynamic market conditions. She asked what that meant. I sent her the Gold Paper. She said she had read the Gold Paper. I muted her channel. Dynamic means the conditions change. The condition that changed was her access.
A congressman called us the world's most corrupt crypto startup operation. We put it on a coffee mug. Ironic merchandise. $45. The revenue split on the mug is also 75/25.
My own tokens vest on a different schedule. I wrote that schedule. That is not in the Gold Paper.
The memecoin funds the family. The family funds the platform. The platform funds the stablecoin. The stablecoin funds the deals. The deals require the pardons. The pardons free the partners. The partners fund the platform. The President signs the executive orders. The executive orders inflate the assets. The assets fund the family.
I am the reason these events are unrelated.
Garry Tan
Garry Tan @garrytan
Retweeted
Super Dario Super Dario
Guys please, airstriking is obviously not bombing, he obviously meant dumping glitter on them, please stop being so hopelessly pedestrian
Yann LeCun
Yann LeCun @ylecun
Retweeted
Bob Morgan 🇬🇧🇺🇦 💙 Bob Morgan 🇬🇧🇺🇦 💙
Has your view of America changed since Trump was reelected?
Garry Tan
Garry Tan @garrytan
Retweeted
T Wolf 🌁 T Wolf 🌁
On the Democrats side for Governor of California we have:
- Rapist
- Psychotic woman
- Billionaire who hates billionaires
<OR>
-A regular family man who actually cares. C'mon people!
Garry Tan
Garry Tan @garrytan
Retweeted
Vivian Midha Shen Vivian Midha Shen
People are forgetting that goals are meant to be ambitious.
YC founders set the maximally ambitious version of their goals, so they can build the maximally ambitious version of their companies.
I talked to so many founders last batch who were floored by how much they accomplished in just 3 months. if they had set less ambitious goals, I doubt they would have gotten there.
Tom Blomfield: The replies are illuminating.
People are so afraid of what’s about to happen to the world that they convince themselves it’s not true so they can justify continuing on as if nothing’s changed.
Matt Shumer
Matt Shumer @mattshumer_
Opening up 100 more spots... first come, first serve: https://agent-s.app

Matt Shumer: Sending out another round of invites!

Comment and DM me for access.
Yann LeCun
Yann LeCun @ylecun
Retweeted
Justin Amash Justin Amash
The least respectable people in GOP politics aren't the lifelong Trump sycophants, but rather those who challenged him early, saw it hurting their careers, and then sold out for the false promise of a comeback.
Garry Tan
Garry Tan @garrytan
For AI agents, when you want every last bit of what is possible, open source is turning out to be the only way

Justin Lin: @garrytan Hot take: I can't see any startup building their critical core operations on Claude Managed Agents or any proprietary harness as investable.

The past weeks have shown why it's critical to build on top of an open, neutral framework:
✅ Model diversity (cross-review / critique,
Garry Tan
Garry Tan @garrytan
I'm running both right now and Hermes is more rock solid (no crashes) but also slower, less of a good personality, and less pro-active.

Net-net I see a lot of value in both.

I want Hermes Agent's rock solidness with the personality of OpenClaw, that's the ideal case

FutureTech: @jason_haugh @AlexFinn @garrytan Hermes is the way. Far less to maintain, and it is self-healing.
Yann LeCun
Yann LeCun @ylecun
Retweeted
Dan Osborn Dan Osborn
Before Citizens United, billionaires spent around $16 million on presidential elections. In 2024, they spent $2.6 BILLION.
And what did they get for that money? They got a MASSIVE tax cut for themselves.
Garry Tan
Garry Tan @garrytan
Retweeted
Justine Moore Justine Moore
Wild to see the absolute silence from Pause AI leadership after one of their members followed through on their rhetoric and tried to kill someone
Garry Tan
Garry Tan @garrytan
AI Doomers need to re-examine their values


Campbell: http://x.com/i/article/2043054927505674240
Garry Tan
Garry Tan @garrytan
Every human tournament in the world is about to be upended by some cocktail party chatter and a few dozen markdown files

Hanako: a Citadel intern told me something at a party he probably shouldn't have

it was on a rooftop in brooklyn. i mentioned i trade prediction markets. he got quiet for a second.

"we have a model for that. it scores every contract on four factors. when all four align we enter. when

OpenAI
OpenAI @OpenAI
Retweeted
Tibo Tibo
Hi! Getting a lot of questions on Pro plan rate limits, so I wanted to clarify a few things:
- Your Pro $100 plan includes at least 10x Plus usage, till May 31 with the 2X usage boost.
- Your Pro $200 plan includes at least 20x Plus usage, till May 31 with the 2X usage boost. This is also the SAME usage this plan had since the 2x promo in February; we previously didn't document this explicitly.
Now to address the confusion. Our pricing page says &#34;5x or 20x usage&#34;, and many of you very understandably took it to mean &#34;10x and 40x&#34; given then 2X usage boost. That's our fault. We mixed up two things in a confusing way on that page - (1) sharing that the Pro $100 launched with a 2x boost, making it 10x Plus till May 31 and (2) sharing that Pro $200 retained its 2x boost and sharing for the first time that this equates to 20x Plus.
We're going to update our pricing pages to make this clearer. Sorry it wasn't as clear as it should have in the first place.🫥
am.will: There seems to be some confusion on what ChatGPT plans give you, and what bonuses are active right now.
I got you.
ChatGPT Plus $20 = 1x NO ACTIVE BONUS
ChatGPT Pro Lite $100 = 5x with a 2x Bonus (10x)
ChatGPT Pro $200 = 20x with a 2x Bonus (40x)
The bonus is ONLY for Pro
openai
openai @openai
Retweeted
Tibo Tibo
Hi! Getting a lot of questions on Pro plan rate limits, so I wanted to clarify a few things:
- Your Pro $100 plan includes at least 10x Plus usage, till May 31 with the 2X usage boost.
- Your Pro $200 plan includes at least 20x Plus usage, till May 31 with the 2X usage boost. This is also the SAME usage this plan had since the 2x promo in February; we previously didn't document this explicitly.
Now to address the confusion. Our pricing page says &#34;5x or 20x usage&#34;, and many of you very understandably took it to mean &#34;10x and 40x&#34; given then 2X usage boost. That's our fault. We mixed up two things in a confusing way on that page - (1) sharing that the Pro $100 launched with a 2x boost, making it 10x Plus till May 31 and (2) sharing that Pro $200 retained its 2x boost and sharing for the first time that this equates to 20x Plus.
We're going to update our pricing pages to make this clearer. Sorry it wasn't as clear as it should have in the first place.🫥
am.will: There seems to be some confusion on what ChatGPT plans give you, and what bonuses are active right now.
I got you.
ChatGPT Plus $20 = 1x NO ACTIVE BONUS
ChatGPT Pro Lite $100 = 5x with a 2x Bonus (10x)
ChatGPT Pro $200 = 20x with a 2x Bonus (40x)
The bonus is ONLY for Pro
Garry Tan
Garry Tan @garrytan
GBrain is my attempt to be in control of my own personal AI that could become my intentionally designed cognitive armor

Open source open prompts means you aren’t under the API line

It’s more important to be above the API line now than ever

Kpaxs: The world literally reorganizes itself around what you've trained yourself to notice.

A doctor learns to read symptoms. An architect learns to read space. And once you learn to see something, you can't unsee it. The architect is forever cursed/blessed to notice bad spacing. The
Yann LeCun
Yann LeCun @ylecun
Retweeted
Nirit Weiss-Blatt, PhD Nirit Weiss-Blatt, PhD
Important reporting by @stjbs
San Francisco Chronicle: The man accused of attempting to burn down the OpenAI CEO’s home appears to have written about his worry that the race for artificial intelligence would “lead to human extinction.” https://www.sfchronicle.com/crime/article/sam-altman-openai-daniel-alejandro-moreno-gama-22201211.php?taid=69dab1aab797b600012738c7&utm_campaign=trueanthem%2B3988&utm_medium=social&utm_source=twitter
Garry Tan
Garry Tan @garrytan
Retweeted
Vox Vox
gbrain v0.8.0 lets your openclaw/hermes answer the phone. opens in a browser tab, just an OpenAI key. twilio number is optional.
before this, gbrain was a quiet brain. it could store, search, cross-reference, but it couldn't talk.
now:
→ upgrade to 0.8.0 and your agent offers to set up voice on the spot
WebRTC-first, zero setup. then asks about a phone number. every future upgrade will pitch its headline feature the same way.
→ your agent picks its own name and personality
pre-computed engagement bids mean it opens with &#34;dude, your social radar caught something wild today&#34;, not &#34;how can i help you&#34;
→ 25 production patterns baked in
context-first prompts, proactive advisor mode, caller routing, stuck watchdog, thinking sounds during tool calls, noise suppression, prompt compression from 13K to 4.7K tokens
might let it call my mom. she'd finally have someone who listens.
Garry Tan: Just launched GBrain v0.8.0
If you have it installed, you can just ask your Claw/Hermes to upgrade to the latest GBrain and we'll automatically ask if you want to install your Voice WebRTC endpoint and Twilio number
It's a true mega brain-trip to talk to your agent directly.
Dan Shipper 📧
Dan Shipper 📧 @danshipper
Retweeted
Mike Taylor Mike Taylor
This was a big draw for me in joining the consulting team at Every. I've managed to pull in plenty of consulting cash before but without an equity play it never compounds, and without distribution you're always networking.
ani: consulting generates the cash. software builds the equity. media builds the moat.
@gregisenberg said it, @every did it.
source: https://x.com/bran_don_gell/status/2041212535744180273?s=20
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
Ben Badejo Ben Badejo
If you are using OpenClaw, you really need to do this. Wow. I am really enjoying it again. The responses are no longer instant, but the quality is truly phenomenal. It's like firing an intern and re-hiring the former CEO's secretary who knew where all the bodies were buried.
Ben Badejo: I highly recommend turning on both QMD and the new &#34;Active-Memory&#34; plugin in OpenClaw. Just ask your agent to set it up. Once set up, responses will be a little slower... but much sharper and much more accurate. Also, include session transcripts in QMD's paths, not just memory.
Garry Tan
Garry Tan @garrytan
Every human tournament in the world is about to be upended by some cocktail party chatter and a few dozen markdown files.
Peter Steinberger 🦞
Peter Steinberger 🦞 @steipete
Retweeted
Ben Badejo Ben Badejo
OpenClaw 4.10 with the new active-memory plugin enabled is SO MUCH SMARTER. It's really a ridiculous step-change. @steipete, takhoffman/@cherry_mx_reds did a fantastic job. So happy with this.
Garry Tan
Garry Tan @garrytan
Retweeted
Kpaxs Kpaxs
High-agency is realizing that “I don’t know how” has never been a real obstacle in the age of youtube, AI and asking people nicely.
swyx
swyx @swyx
flew straight back from London town to get ready for my Broadway cabaret tonight !!

(sorry didnt advertise… its v limited seating)



Garry Tan
Garry Tan @garrytan
Retweeted
Chief Nerd Chief Nerd
🚨 David Friedberg Says California is Seeing a Mass Exodus of Tech Leaders
“Probably a third of people I talked to have already left … and in a survey we did informally … close to 87% of people are going to leave. These are the core leaders in tech.”
Yann LeCun
Yann LeCun @ylecun
Retweeted
Brian Roemmele Brian Roemmele
“Anthropic's Claude Mythos isn't a sentient super-hacker, it's a sales pitch — claims of 'thousands' of severe zero-days rely on just 198 manual reviews”
Get used to the “Effective Altruists” fear and self-hating multi-level marketing system, it is just starting.

YouTube

0

No recent videos fetched on this date.