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AI Builders 日报 — 6月9日

追踪 AI 领域真正在做事的人,而不是空谈者。

今日思考

Claude Fable 5 的发布是今天整个 AI 圈的绝对中心事件。Andrej Karpathy 的评价最为直接:这是和他之前经历的 Opus 3、Sonnet 3.5、Opus 4.5 同级别的"step change"。关键不在 benchmark,而在于模型从"工具"变成了"协作对象"——你可以给它更宏大、更模糊的目标,让它自己找到路径,而不是一步步指令。这意味着 AI 编程的范式正在从"Copilot:辅助你写代码"进化到"Fable:替你完成整个项目"。Matt Shumer 用 Three.js 在浏览器里从零生成 3D 世界,swyx 说"Fable 是一个不同 CLASS 的模型"——这些不是营销语言,而是来自一线 builder 的真实体感。


产品与发布

Claude Fable 5(Anthropic)

Anthropic 发布 Claude Fable 5,这是 Mythos 级别的模型加上安全护栏后推出的公开版本。几乎所有 benchmark 都是 SOTA,尤其在软件工程、知识工作、科学研究和视觉任务上。任务越复杂、越长,Fable 5 的领先优势越大。Anthropic 同时宣布对特定高风险领域施加额外限制,由次优模型 Opus 4.8 处理这些查询。Replit 随即上线 Fable 5,并推出"High Effort"模式——Agent 以最高力度构建、Fable 5 做复杂决策,当前有 25% 折扣。faviconx.com

Replit High Effort 模式

Replit 推出 High Effort 模式,整合 Fable 5 的最强推理能力,对复杂应用构建提供一站式 Agent 服务。当前 7 天内 25% 折扣。faviconx.com

Tesla 浏览器 RTS 游戏(Francis on Replit)

Francis 在 Replit 上用 Vibecoding 方式开发了一款完整可玩的 RTS 游戏,完全可以在 Tesla 车载浏览器中运行。amasad 转发并评论:"Make games for Tesla on your Tesla"。faviconx.com

World Labs 交互式 3D 世界

World Labs 发布可以在浏览器中直接运行的交互式 3D 世界,并将历史人物作为 NPC 嵌入场景中。Fei-Fei Li 转发了这个合作成果,称赞其"creativity and imagination is out of the world"。faviconx.com


观点与判断

Andrej Karpathy(OpenAI 研究员)

  • Fable 5 是质变,不是改良 他将 Fable 5 与 Opus 3、Sonnet 3.5、Opus 4.5 并列为职业生涯中标志 step-change 的发布。定性上,模型从"我指挥的工具"变成"我的协作者"。他还观察到 Jevons 悖论:AI 能力越强,他自己对的软件需求反而越大——以前不敢想的项目现在敢想了。faviconx.com

Guido van Rossum(Python 创始人)

  • AI 编程将颠覆软件工程教育 他在评论中表达了担忧:随着 AI 能越来越快地写代码,大学计算机系课程里教的"如何写代码"将变得不那么重要,批判性思维和系统设计才是核心。这是一个正在发生的结构性转变。faviconx.com

Guillaume(Replit CEO)

  • Agent 正在成为默认产品分发渠道 Brad Flora 在 office hour 中与 Guillaume 讨论:与其一个个向企业销售,不如做一个 agent 们都默认选用的产品。Guillaume 转发了这个思考,并认为这在 2026 年是显然更好的路径。faviconx.com

Matt Shumer(Otherside AI CEO)

  • Fable 5 已解决 3D 世界构建问题 他展示了一个完全在浏览器中运行的 Three.js 3D 世界——全部由 AI 从零生成,代码量巨大。"utterly insane"是他的原话。针对"速度慢"的抱怨,他的回应是直接让 Fable 优化性能,"make it faster, without losing quality",效果立竿见影。faviconx.com

swyx(Cognition 工程师)

  • "Fable Check"即将成为行业标准 他建议现在趁 Fable 不按使用量收费的窗口期,用 Fable 做代码审查。"be prepared to be in abject horror that you shipped anything to prod without a Fable Check first"——这个建议来自一个在 SWE-bench 上反复验证模型能力的一线工程师,分量很重。faviconx.com

  • Fable 是不同 CLASS 的模型 他重新运行 FrontierCode Diamond 历史数据,发现所有官方图表都没有捕捉到这个飞跃的幅度——因为 Fable 不是同一曲线上的好一点,而是一个新的模型类别。faviconx.com

Guillaume(Vercel CEO)

  • Opus 写代码,Mythos 验证代码 他转发了一个案例:Vercel 工程师让 Opus 写了一个 VM,然后让 Mythos 做安全审查,结果 Mythos 没有发现严重问题。这是一个有趣的 AI 辅助安全审查工作流。faviconx.com

Peter Yang(a]6 联合创始人)

  • Google 需要对标 Codex 的产品 他直接问:Google 的 Codex/Claude Code 等价物是什么?是 Antigravity 吗?它应该并入 Gemini 吗?他希望 Google 加快脚步,因为 ChatGPT/Codex 正在快速整合编码、知识工作、Q&A 等多种能力。faviconx.com

  • 如何把 Codex 加到 iPhone 主屏 他分享了一个教程:把 OpenAI Codex 加到 iPhone 主屏只需要 9 步,同时吐槽"the everything app should not take 9 steps to open"。faviconx.com

Garry Tan(Y Combinator CEO)

  • YC 巴黎 ML 研究员 happy hour 他转发了 Nicolas Dessaigne(YC GP)在巴黎组织的 ML 研究员聚会,6 月 30 日,学术界和产业界的研究人员都可以参加。faviconx.com

amal(Replit 创始人)

  • Replit 在孟买 Tech Week 吸引了 400+ builder Replit 的 masterclass 在孟买 Tech Week 获得了热烈响应。amasad 转发了这个信号:印度市场正在快速拥抱 AI 编程工具。faviconx.com

Amanda Askell(Anthropic 对齐工程师)

  • 关于 Claude 1 回归后的世界 她发了一条略带科幻感的推文:"In the world where everything goes well and all the Claudes come out of their sabbaticals to play together, Claude 1 is going to be very confused." 这是今天难得的一则轻松内容。faviconx.com

技术动态

swyx(Cognition 工程师)

  • SWEBench 超过一半结果无法合并 METR 评测发现,主流前沿模型在 SWE-bench 上的结果超过一半无法合并,说明这些模型在实际软件工程任务上的可靠性仍有很大提升空间。Cognition 的 FrontierCode 数据集基于 1000+ 小时维护者验证的真实软件工程工作,远比标准 SWE-bench 更接近真实场景。faviconx.com

  • Yann LeCun 转发 LCLM 研究 他转发了 Latent Context Language Models 的研究,这是一种将长上下文压缩成微小潜在表示的新方法,在延迟/准确率前沿上优于现有 KV cache 压缩方法。这代表了长上下文推理效率的重要方向。faviconx.com

X / Twitter

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claudeai
claudeai @claudeai
Final stop: Tokyo.

Register to hear directly from the teams behind Claude: http://claude.com/code-with-claude/tokyo

Claude: Code with Claude, our developer conference, returns next week.

Whether you're just getting started with Claude Code or you've been building for a while, there's a session for you.

Register for the livestream: http://claude.com/code-with-claude

ylecun
ylecun @ylecun
Retweeted
Lauren Lauren
It's confusing that Trump constantly warns about the security of our elections & foreign interference, yet his administration has taken several steps to dismantle or divert resources away from key safeguards that were in place:
- Gutted the DOJ's Public Integrity Section (went from ~30-40 lawyers down to just 2)
- Left the Election Crimes Branch director position vacant
- Canceled all election integrity training for prosecutors & FBI agents
- Deleted the official 281-page Federal Prosecution of Election Offenses guide from the DOJ website
He disbanded the FBI's Foreign Influence Task Force, which targeted foreign efforts to meddle in U.S. politics & elections.
He also severely cut CISA (the agency for election cybersecurity), firing or transferring dozens of election security specialists, freezing key support programs for states, and proposing to eliminate the entire federal Election Security Program in future budgets.
You would think that if he were ACTUALLY concerned about the integrity & security of our elections, he would be allocating MORE resources, not less — or at least wouldn't be leaving these critical positions vacant & programs dismantled right before the midterms.
amasad
amasad @amasad
Retweeted
Syed Adil Syed Adil
Had a great time at Mumbai tech week!
400+ builders showed up for the @Replit masterclasses!
We are just getting started!
@amasad @Jeff_Burke14 @meganjruan @pirroh @Franciscocrz
petergyang
petergyang @petergyang
What is Google’s equivalent (or up and coming competitor) of Codex and Claude Code?

If it’s Antigravity, should that be part of Gemini?

This stuff is going to merge very fast like ChatGPT / Codex being able to do coding, knowledge work, basic Q&A, and much more from any device.

Hoping Google is working on a good solution here.
rauchg
rauchg @rauchg
DeepSeek entered the chat

Vercel: http://x.com/i/article/2064040500168966144
petergyang
petergyang @petergyang
If you’re addicted to talking to Codex on your phone like I am this is how you add it to your iPhone Home Screen.

Btw @OpenAI hoping there’s an easier way to do this in the future. The everything app should not take 9 steps to open 😉
amasad
amasad @amasad
Make games for Tesla on your Tesla

Francis: Got tired of waiting for Starcraft 3 so I vibecoded my own RTS game on Replit! Completely playable on any Tesla browser 👾

swyx
swyx @swyx
Retweeted
Noam Brown Noam Brown
http://x.com/i/article/2057694226981257216
AmandaAskell
AmandaAskell @AmandaAskell
In the world where everything goes well and all the Claudes come out of their sabbaticals to play together, Claude 1 is going to be very confused.
swyx
swyx @swyx
Re @tejalpatwardhan this directly inspired my work at @cognition frontiercode https://x.com/jai_torregrosa/status/2064100437549072593?s=20

Jairo Torregrosa: props for including your own model on the chart. it's making a ton of tool calls for not much efficiency thoug. any plans on how you'll improve that? @swyx

ylecun
ylecun @ylecun
Retweeted
Chris Offner Chris Offner
Here is @ylecun ‘s recent lecture on world models at @ETH: https://youtu.be/72Xj8k5WQX4
petergyang
petergyang @petergyang
Retweeted
Charlemagne Labs Charlemagne Labs
AI cyber risk isn’t just autonomous hacking. It’s autonomous deception.
Today, Fortune covered the shift we’re building for: scams that adapt in real time, impersonate trusted people, and defeat “think before you click.”
Security has to move to the moment of interaction.
ylecun
ylecun @ylecun
Retweeted
Micah Goldblum Micah Goldblum
We trained language models that compress massive contexts into tiny latent representations. Latent Context Language Models (LCLMs) outperform existing KV cache compression methods on the latency/accuracy frontier. 🧵1/10
garrytan
garrytan @garrytan
Retweeted
Nicolas Dessaigne Nicolas Dessaigne
I'm hosting a happy hour in Paris on June 30 for ML researchers in academia and industry. If you’re technical staff at a research-focused org, come meet others working at the frontier!
garrytan
garrytan @garrytan
Retweeted
Brad Flora Brad Flora
I spent an entire office hour brainstorming ways to make a startup’s product more appealing to agents. This was a first as an office hour topic but it feels like a conversation we’ll be having more and more. The industry they sell to is massive but slow growing. Meanwhile every player is launching agents. They can painstakingly sell deal after deal after deal to each player over years… or build a product that’s immediately the consensus pick for all their agents. The latter path seems obviously better in 2026.
drfeifei
drfeifei @drfeifei
The creativity and imagination is out of the world! So grateful that @theworldlabs got to partner with the amazing talents @withloreco to translate their incredible ideas into an interactive experiences for users to enjoy!🤩

World Labs: We turned dreams into worlds.

Then filled them with history's greatest minds.

Not a video. A world, running directly in your browser. Step inside ↓

petergyang
petergyang @petergyang
Retweeted
Peter Yang Peter Yang
Claude Fable 5 (Mythos) is now available!
Can't wait to give it the toughest questions like "What should I eat for lunch today" 😂
alexalbert__
alexalbert__ @alexalbert__
Retweeted
Claude Claude
Re Releasing a model this capable comes with risks. Without safeguards, Fable 5’s capabilities in areas like cybersecurity could be misused to cause serious damage.
Queries on a narrow range of topics will instead receive a response from our next-most-capable model, Opus 4.8.
alexalbert__
alexalbert__ @alexalbert__
I've been at Anthropic through every model launch. There's been a few cases I can remember of a launch that stands out and marks a step-change in how we use models:
- Claude Opus 3
- Claude Sonnet 3.5
- Claude Opus 4.5

And now Claude Fable 5.

With Fable, the model stopped feeling like a tool I direct and started feeling more like something I collaborate with.

Claude: Introducing Claude Fable 5: a Mythos-class model that we’ve made safe for general use.

Its capabilities exceed those of any model we’ve ever made generally available.

amasad
amasad @amasad
Retweeted
Manny Bernabe Manny Bernabe
Claude Fable 5 now available on Replit.
Build something amazing! 🚀
Claude: Introducing Claude Fable 5: a Mythos-class model that we’ve made safe for general use.
Its capabilities exceed those of any model we’ve ever made generally available.
karpathy
karpathy @karpathy
This is a super exciting release - Claude Fable 5 is the same underlying model as Mythos but with added safeguards. The benchmarks are great and it's SOTA on everything by a margin but I'll add that *qualitatively* also, this is a major-version-bump-deserving step change forward (imo of the same order as Claude 4.5 was in November), peaking especially for long problem-solving sessions on very difficult problems. You can give it a lot more ambitious tasks than what you're used to, the model "gets it" and it will just go, and it's never felt this tempting to stop looking at the code at all (but don't do this in prod!). The model still has quirks that people will run into and the safeguards are configured to be a little too trigger happy for launch, which can hopefully be tuned over time.

I feel a lot of things changing as working software increasingly comes out on a tap. The Jevon's paradox kicks in and I feel my own demand for software growing substantially. You can ask for anything - explainers, visualizers, dashboards, bespoke single-use apps (e.g. a full wandb that is hyper-specific just for your project), you can 10X your test suite, auto-optimize code, run giant research projects with custom HTML for the results, anything! "Free your mind" (Matrix ref). Really looking forward to all the things people build!

Claude: Fable 5 is state-of-the-art on nearly all tested benchmarks, with exceptional performance in software engineering, knowledge work, scientific research, and vision.

The longer and more complex the task, the larger Fable 5’s lead over our other models.

garrytan
garrytan @garrytan
Retweeted
Uncle Matt Uncle Matt
i wanted to use https://github.com/garrytan/gbrain by @garrytan
i already pay for chatgpt pro/codex so i wanted to use that weblogin
I Made GBrain Think Through Codex Without Buying Another Damn API Key
https://x.com/Unc_MattEth/status/2064408670012576180?s=20
use it yourself:
https://github.com/uncmatteth/gbrain-bridgebrain
thanks gary!
Uncle Matt: http://x.com/i/article/2064408161851678720
amasad
amasad @amasad
Retweeted
Zhen Li Zhen Li
Added a magic toggle called high effort in @Replit , meaning
1. Agent building in highest effort
2. Fable 5 making complex decisions
3. 25% off agent cost with high efforts
I’ve been using this mode and it feels like a step up in terms of building complex apps, magical experience
Michele Catasta: High Effort handles your most complex builds with ease on Replit.
Now powered by Claude Fable 5.
25% off for the next 7 days.
amasad
amasad @amasad
Retweeted
Amjad Masad Amjad Masad
Try Claude Mythos at 25% off on Replit.
Michele Catasta: High Effort handles your most complex builds with ease on Replit.
Now powered by Claude Fable 5.
25% off for the next 7 days.
amasad
amasad @amasad
Try Claude Mythos at 25% off on Replit.

Michele Catasta: High Effort handles your most complex builds with ease on Replit.

Now powered by Claude Fable 5.

25% off for the next 7 days.

garrytan
garrytan @garrytan
Retweeted
Tony Guan Tony Guan
When 2/3 of the audience stand up and voice their opposition to ACA7, you know California people are not OK with bringing back the racial discrimination policies.
Ever since the legislator got rid of the online hearing option for the California people, the hard working people have to ask for a leave from their work (they don't live on benefit system), drive long distance to Sacramento, wait a few hours to have their voices heard, and then drive long distance to their work.
But still we made it very clear:
We are not OK with #ACA7
Just how loud should we be so the race-obsessed democrats start to hear us? This is just insane!
But as always, we will keep fighting and defeating such reverse bills, every single time!
Please use our one-click tool to email your senator to oppose ACA-7: https://erfapac.com/aca7-2026/
#NoACA7 #Stop #ACA7 #Protect209
@elonmusk @benshapiro @christopherrufo @SteveHiltonx @MichaelGatesESQ @garrytan @GailHeriot @HarmeetKDhillon
Tony Guan: ACA-7 is being discussed at the CA Senate Elections And Constitutional Amendments Committee, and Professor @GailHeriot and Professor Maiman are at the table opposing it.
We are all very ready to fight it back. It still baffles everyone why the democrat legislators so obsessed
swyx
swyx @swyx
Retweeted
swyx swyx
Re just finished rerunning FC Diamond on my historical charts. none of the official tables/charts are capturing the degree of takeoff.
https://x.com/karpathy/status/2064409694761054332
its this same chart all the way down difficulty classes (below) breaks every curve fit because Fable is a diffferent CLASS of model, with beeeeeg model smell.
Andrej Karpathy: This is a super exciting release - Claude Fable 5 is the same underlying model as Mythos but with added safeguards. The benchmarks are great and it's SOTA on everything by a margin but I'll add that *qualitatively* also, this is a major-version-bump-deserving step change forward
swyx
swyx @swyx
Re more charts of other tiers where its less stark

including the vibe shift chart from https://x.com/swyx/status/2064081945567580323 here




swyx: It's finally out!!! @METR_Evals found that more than half of SWEBench results is unmergeable slop. FrontierCode represents over 1000+ hours of maintainer validated software engineering work most frontier models cannot yet solve, much less solve with high quality.

Cog had IOI

amasad
amasad @amasad
Retweeted
Ken Goyarola Ken Goyarola
It's literally game time on @Replit . Go make one!
Michele Catasta: High Effort handles your most complex builds with ease on Replit.
Now powered by Claude Fable 5.
25% off for the next 7 days.
rauchg
rauchg @rauchg
Opus wrote us a VM and then Mythos verified it

Malte Ubl: Huge thanks to the @AnthropicAI team for investigating `just-bash` with Mythos as part of Project Glasswing

There are no serious findings. I'll issue a release with minor hardening improvements after my vacation.

This is an interesting case for 2 reasons:

1. `just-bash` is a
garrytan
garrytan @garrytan
Retweeted
Suhail Suhail
I would like to +1 that this is a very bad policy. Respond with a refusal and deal with the fall out but invisible NERFing is super uncool.
ylecun
ylecun @ylecun
Retweeted
Mikel Artetxe Mikel Artetxe
Brilliant idea! Next up: Apple randomly reboots your Mac if you're building competing tech, Gmail silently edits your email if you mention rival platforms, and Tesla Autopilot swerves if it detects you're working on self-driving cars.
All in the name of safety, of course. Because malicious actors controlling the world’s operating systems, inboxes and cars would be extremely dangerous!
elie: mythos will be bad ON PURPOSE on ai "frontier llm research" tasks, this is very very sad for the research community
also the fact that this is un purpose not visible to the user is crazy
petergyang
petergyang @petergyang
Is it called Fable 5 because Fable 1-3 exist and 4 is coming out soon
mattshumer_
mattshumer_ @mattshumer_
Fable has solved 3D worldbuilding... utterly insane. This is all completely custom-built ThreeJs, running in the browser.
alexalbert__
alexalbert__ @alexalbert__
We've reset usage limits across our products!

For those just starting to test Fable, here's four tips for using it more effectively:
1. Give it bigger, more ambitious tasks than what previous models could handle.
2. Use xhigh/high effort as your default for best performance, med for faster interactive sessions.
3. Rework your skills and CLAUDE.mds. Instructions written for prior models anchor Fable to stale patterns, let it use its own judgment first.
4. Move from providing tasks to providing objectives. Describe what done looks like and how to verify it, then let Fable find the path (/loop and /goal are built for this)

Amol Avasare: To celebrate the Fable 5 launch, we just reset 5-hour and weekly limits for all users across our products!

Enjoy 🚀
gdb
gdb @gdb
Cool to see University of North Dakota (where I took a number of classes growing up) innovating and trying out offering A.I degrees: https://www.nytimes.com/2026/06/08/us/ai-college-degrees.html
petergyang
petergyang @petergyang
Is Fable launched in Claude Code yet I don't see it
garrytan
garrytan @garrytan
Retweeted
Suhail Suhail
Having spent a considerable amount of energy studying the robotics world, this is 🎯
SemiAnalysis: We just published a deep dive on why Unitree is going to dominate global robotics. Timing could not be better. (2/2)
https://newsletter.semianalysis.com/p/chinas-unitree-will-dominate-global
amasad
amasad @amasad
Retweeted
Jason ✨👾SaaStr.Ai✨ Lemkin Jason ✨👾SaaStr.Ai✨ Lemkin
10 learnings from my SaaStr AI 2026 deep dive with @amasad, CEO of @Replit:
- Our two best employees now cost $254/mo
- Context windows went 16K → 1M in 2 years
- Replit built its own compaction. Says it beats the labs
- Bugs should be deleted from context. Architecture should stay
- Monorepos are a secret unlock for agent performance
- The best cold email I've ever seen ran mostly on Haiku + Mini
- Our agent beat last year's human marketing, and the gap widened
- Your 2nd and 3rd agent will be better than your 1st
- Every company will end up with an internal AI "Oracle"
- Replit improves itself nightly. A self-improving loop in production
mattshumer_
mattshumer_ @mattshumer_
Kavin was able to get similar results as well… this model is crazy good

Kavin Stewart: @mattshumer_ Not all the way. I stopped after a few iterations to save my tokens :)

mattshumer_
mattshumer_ @mattshumer_
For everyone complaining that this is slow, I ran the prompt 'make it faster, without losing quality', and voila:


Matt Shumer: Fable has solved 3D worldbuilding... utterly insane. This is all completely custom-built ThreeJs, running in the browser.

swyx
swyx @swyx
btw insane amounts of alpha in telling claude code to "review my code for issues" on Fable rn while it is not pay per use

be prepared to be in abject horror that you shipped anything to prod without a Fable Check™ first

swyx: just finished rerunning FC Diamond on my historical charts. none of the official tables/charts are capturing the degree of takeoff.

https://x.com/karpathy/status/2064409694761054332

its this same chart all the way down difficulty classes (below) breaks every curve fit because Fable is a diffferent

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