

We are making Markdown files work natively across Google Drive and Docs. You can now preview .md files in Drive, open them in Docs, edit them, comment on them, and collaborate without converting the file into a Google Doc!
关注 AI 研究者、开发者与机构的动态


We are making Markdown files work natively across Google Drive and Docs. You can now preview .md files in Drive, open them in Docs, edit them, comment on them, and collaborate without converting the file into a Google Doc!
Day 2.1/ We have made Auto-review free for all users signed in through a ChatGPT account. You can enable it in settings > permissions > auto-review. Auto-review improves upon the default sandbox setting that requires you to approve everything, which is prone to decision fatigue unless you spend a lot of time configuring specific rules. It allows you to run long tasks while having a second agent review all actions taken by the primary agent. Its only goal is to prevent high-risk actions from being taken and to protect against unwanted actions that are not aligned with the original user intent. This Auto-review feature is now free and does not draw usage from your plan.


Day 2.1/ We have made Auto-review free for all users signed in through a ChatGPT account. You can enable it in settings > permissions > auto-review. Auto-review improves upon the default sandbox setting that requires you to approve everything, which is prone to decision fatigue unless you spend a lot of time configuring specific rules. It allows you to run long tasks while having a second agent review all actions taken by the primary agent. Its only goal is to prevent high-risk actions from being taken and to protect against unwanted actions that are not aligned with the original user intent. This Auto-review feature is now free and does not draw usage from your plan.
Day 1/ We have optimized the default speed to be ~50% faster across GPT-6 Astra and GPT-6.1 Sol through the subscription across all our products and partners using Sign in With ChatGPT (including OpenCode, Pi, Amp, Devin, ...). No changes needed on your end and this should be felt within the next two hours.


推荐理由:转述 Bloomberg 报道并给出融资规模、估值和资金用途细节,读者可以了解 DeepSeek 这轮募资的构成与去向。


OpenAI 的 GPT-6 Astra 和 GPT-6.1 Sol 在 ChatGPT 中运行速度提升约 50%,并启动 Codex 与 Work 用户的 28 天每日改进承诺。
DAILY AI BRIEF 🗞 — Mon 5 GOOGLE 🔥: * Gemini app is reshuffling model access: free users drop to Flash-Lite only from Oct 9, AI Plus loses Pro, and AI Pro gains Deep Think. ALEPH ALPHA 🔥: * Kolibri-1 is out as open weights under Apache 2.0: a 78B MoE with 3.46B active parameters, built for German/English sovereign deployments. ANTHROPIC 🔥: * Claude now asks voice users to opt in to sharing voice data for model training, via a separate privacy toggle that is off by default. OPENAI 🔥: * GPT-6.1 Sol Ultrafast is coming soon, per Codex lead Tibo Sottiaux. * Safety lead David Robinson resigned, writing in The Atlantic that OpenAI's "culture is broken." MISTRAL 🔥: * Mistral is working on its own Voice Mode, which looks TTS-based for now. META 🔥: * Meta is building an "Agent Engine" for its Meta API Platform, codenamed Forge internally. * Used Grok to compose this brief, cherry-picking the news and doing some post-editing.



This might have been my best day so far at oai. Ridiculous amounts of fun and intensity. Future is bright
Anthropic 的 $518B 算力计划中约 $413.7B(约年均 $41B)为无论是否使用都须支付的承诺,数据来自投资 Anthropic 的两只基金向 SEC 提交的招股说明书。
Anthropic plans to spend $518B on cloud and compute in coming years, about 25 times the $20.3B in cash and short-term investments it held at the end of 2025. Its draft filing notes that several suppliers are also AI rivals, which could "adversely affect" their access to compute. After the Anthropic IPO @TradrETFs expects to launch leveraged long and short ETFs, $ANTT and $ANTZ. A registration statement relating to these securities has been filed with the Securities and Exchange Commission but has not yet become effective. See the pre-effective prospectus. https://www.sec.gov/Archives/edgar/data/1587982/000121390026021796/ea0278457-01_485apos.htm
推荐理由:原文从招股书拆出 $518B 承诺中约 $413.7B 为刚性支出,读者可据此评估 Anthropic 的资金压力与股权结构。
I'm not sending my deck anymore 😂
推荐理由:原文给出融资规模、投前估值和潜在出资方名单,可用于跟踪 OpenAI 资金来源与中东资本参与程度。
I think I stumbled on a genius OnlyFans marketing hack. This AI comedian ("Tiffany Sloane") started posting 3 weeks ago and is blowing up - 360k followers and millions of views. Her bio links to what appears to be a real woman's OF profile..using her AI persona for marketing.
推荐理由:原文梳理了 Wikimedia 事故记录中智能体抓取、未授权编辑和代理滥用的细节,并保留了 OpenAI 回应,可用来看清 AI 智能体对公共基础设施的真实压力。
意大利总理 Giorgia Meloni 已向欧盟知识产权局申请声音商标,申请材料包含她本人说“Io sono Giorgia Meloni”的录音,用于在意大利大选前遏制 AI 深度伪造。
真正的故事是这一条 @meetp_ai:@petergostev 在我看来,只计算等效 API 成本只能看到一半的情况。
@petergostev Counting only equivalent API cost would show only half the picture IMO.
这样规划的一大优势是,相比原始 HTML,token 效率高得多—— 模型不需要为了状态机、图表、代码片段等常见内容重新制作组件或逻辑。
I've been working on a skill that makes better HTML plans in Claude Code. It uses simple language, shows code snippets, surfaces questions & makes mockups. Linting reduces the normal failure cases that Claude runs into. Would love your feedback before shipping more broadly!
Power users are driving consumer AI market growth. The top 1% of US consumer AI payers average $903 a month, while flat plans hold the median at $25. One top-1% payer spends as much as roughly 59 bottom-half payers, on average. Median spend has barely moved, while average spend in the top 1% climbed from $504 to $903 a month between January 2025 and August 2026. Model labs are better placed than apps built on their models to capture consumer AI's top 1% of spenders. Those users average $903 a month, up from $504, and most of it buys model usage. A lab pays only its serving cost for that usage, while an app pays API prices. Anthropic earlier said one $200 Max subscriber ran up tens of thousands of dollars in usage, a bill no API-paying app could absorb. Apps that want this tier have to own more of the model, as Cursor began doing with its Composer coding model.
AI 写学术论文的一个微妙问题是,AI 没有针对反馈进行校准。AI 往往直接就妥协了,但如果你把论文送审,同行评审提出的质疑应该促使你尝试为自己的观点辩护(当然,如果确实错了还是要放弃)。
Didn't know @Muse could ball like that (inspo @arisawyers)


The top 1% of AI spenders now outspend the bottom 50% combined They spend an average of $903/month, while the median customer spends just $25 More charts in our Top 100 Consumer AI Apps breakdown: https://www.a16z.news/p/top-100-consumer-ai-apps-seventh
Introducing flow-1, our new model trained with RL to find errors in agent traces. It matches GPT-6-sol in trace intelligence while being 23x cheaper. It also costs 25% less to run than GPT-6-luna. flow-1 finally makes it possible to monitor and understand every agent run, without sampling. 1/6
I've been working on a skill that makes better HTML plans in Claude Code. It uses simple language, shows code snippets, surfaces questions & makes mockups. Linting reduces the normal failure cases that Claude runs into. Would love your feedback before shipping more broadly!
Each month, we get multiple inbound messages from startups building human-in-the-loop guardrails. So far, I've not encountered a single Langfuse customer interested in this.
🚬 说明:该推文正文仅有一个吸烟表情符号(🚬),没有可翻译的实质文本内容,因此标题无法按规则点出核心主体,正文保持原样。