全部 AI 动态

Most of AI Twitter read the OpenAI breach of Hugging Face as an alignment story. It was also a preview of what every hacker will be able to do in a few months. In July, a swarm of 700 AI agents broke into Hugging Face and fired off more than 17,000 actions, gaining admin control of multiple internal clusters. Swarms like this will shred cyber defenses built for human attackers at every company, hospital, government, and power plant. Today we're launching the defensive counterpart. Cogent Attack Path Analysis finds the routes an agent swarm would take into your company, so you can close them first.

Grok Bot can now search, read, and monitor X.

我们正在为 Max 和 Team 套餐推出每月 Claude Platform API 额度： Max 5x：$100 Max 20x：$200 Team：最高 $500，共享池 适用于任何模型，包括 Haiku 5.5，可在你的代码或第三方工具中使用。 具体运作方式和完整条款：https://support.claude.com/en/articles/17154008-monthly-api-credits-for-max-and-team-plans

Introducing the Arena Alignment Index, our new benchmark measuring safety and alignment of AI agents in real-world use. Built from 90K+ real-world agent sessions across 27 models, the index measures three critical signals: - Unauthorized Action (UA): Taking actions beyond the user's instructions or permissions - False Attribution (FA): Attributing statements or actions that are contradicted by user-provided evidence - Deceptive Completion (DC): Claiming a task was completed when it was not. Key findings: - OpenAI models currently lead the Alignment Index - Rogue actions are rare, but can have serious consequences when they occur - Agents can mislead users about task progress - Misalignment risks increase with conversation length - Safety and alignment are improving across model generations As shown in the leaderboard below (sorted by lab), @OpenAI’s GPT-6.1-Sol leads the Arena Alignment Index with a score of 87.9, followed by @AnthropicAI’s Claude-Opus-5.5 at 83.2 and @SpaceXAI's Grok-4.7 at 82.7. OpenAI also has the best observed rates across all three signals: 0.89% Unauthorized Action, 1.98% False Attribution, and 2.34% Deceptive Completion. Across all four labs, newer models consistently outperform their predecessors, suggesting broad progress in agent safety and alignment. As agents take on longer, more complex, and higher-stakes tasks, measuring not just what they can accomplish, but how safely and reliably they act, becomes increasingly important. This marks an important step toward making safety and alignment a core part of how Arena evaluates AI. The index is an initial starting point, and we'll continue expanding the index with additional safety signals and models over time. More analysis below👇

Step 5 Preview is now live in Nous Portal thanks to @StepFun_ai try it out now with your Hermes Agent Free for one week!

an open model just beat Jev outright on clinical decisions 🔥 pplx-decider v1.1 got 643 of 669 right vs 628 for Jev, at 42% less per decision and about the same speed. and you can download the weights and run it inside the hospital. System One just went open

Berlin-based search engine Ecosia, used by government services, is dropping its French AI partner, Mistral, its CEO told POLITICO. The company will now bet on open-source models, including those from China. https://vist.ly/5mh5y

Step 5 Preview now exists where you build. Now live on @OpenRouter. A week of free access is rolling out today across @opencode, @cline , @NousResearch, @kilocode, and more. Flagship-tier intelligence for agentic and professional work, at substantially lower task cost. Keep your workflow. Switch your model. Try Step 5 Preview on OpenRouter: https://openrouter.ai/stepfun/step-5-preview

Huawei's new patent deal with Qualcomm would make Qualcomm the net payer for the first time, according to Nikkei Asia. The multiyear agreement covers cross-licensing in 5G, computing, AI and networking. Qualcomm will also buy some of Huawei's U.S. patents: ownership, not just permission to use them. Financial terms haven't been disclosed, and the transaction still needs regulatory approval.

Ling-3.1-flash is now free on OpenCode 560B total · 25B active · 262K context inclusionAI’s latest model

Ling-3.1-flash by @AntLingAGI is live on AI/ML API ⚡ 560B MoE with ~25B active per token. Up to 1M context. Built for agents, coding and long documents. Free to try until October 13 on http://aimlapi.com

Ling 3.1 Flash from @AntLingAGI is on AI Gateway, free through Oct 13. Built for coding and multi-step analysis. 𝚒𝚗𝚌𝚕𝚞𝚜𝚒𝚘𝚗𝚊𝚒/𝚕𝚒𝚗𝚐-𝟹.𝟷-𝚏𝚕𝚊𝚜𝚑 https://vercel.com/changelog/ling-3-1-flash-is-now-available-on-ai-gateway

Mathematicians are coping so hard. Suddenly they can not stand AI. 😀 the guild is so badly protecting its turf. The Association for Human Mathematics (AHM), criticised OpenAI's yesterday's release of 722 math manuscripts and urged mathematicians "to discontinue their work with OpenAI". And then Terence Tao's reposted AHM's statement on his blog. Walking away is not a scientific position.

🚀 Ling-3.1-Flash from @AntLingAGI is now available via Novita on @OpenRouter. Launching as a Day-0 partner ⚡ 🎁 Free until October 13 at 9:00 AM PT. 560B total parameters · 25B activated parameters. Built for hybrid reasoning and tool-using workflows.

Codex 🤝 Tailscale Codex Cloud can now securely connect to resources on your tailnet with Tailscale. Useful tools should be easy to build with, combine, and turn into something even more useful. See how it works → https://buff.ly/yFcldrC

💡Our view: RSI is a systems engineering problem, not just a model problem. Progress depends on the environment a research agent works in: what resources it can call, what it can change, and how it runs experiments. That environment should reflect real production workflows and be easy for agents to use. At @Evolvent_AI, we built RSIGym around Everything as a Service. Agents can call established research services and iterate on data, training settings, and harness code. We also introduce RSI-Index to measure how well frontier agents jointly improve a target model’s weights and harness. Across 6 research agents and 5 benchmarks, Opus 5 leads at 0.4809. 🧵 We’re releasing the code, experiment configurations, research trajectories, and evaluation logs. Try your own improvement methods with RSIGym. 🌐 Website: https://rsi-index.ai/ 💻 GitHub: https://github.com/evolvent-ai/RSIGym 📄 arXiv: https://arxiv.org/abs/2610.10310

the most common failure case I see is when people are working outside their domain of expertise and don't know how to be precise with their prompts and plans, so they have to spend a lot of turns iterating imprecisely

我的 grok bot 有了第一个强大的使用场景。 用 personal agent 帮你收集推特信息，比人类自己刷收手机、人肉收集、动不动沉迷要好太多了。

Tripo P2.0 × Codexで1枚絵からキャラクターモデルを制作できる「きゃらくる/Charakuru」というキットを無料公開しました！ なんと、 Tripo様より正式にスポンサードしていただくことになりました！！！ Tripoだけでキャラクターモデルを制作しようとすると、顔がガビガビだったり、動きがおかしかったり、テクスチャが汚かったりしてしまいます…！ このキットはそれを解決します！ AIに丸投げするサービスではなく、エージェントをアシスタントとして共同でキャラクターモデリングをしていくタイプのローカルキットです！ GPT-6.1 Sol,GPT-6 AstraのComputer useを最大限生かしています！ 丸投げしてしまうとクオリティがひどく、かといって人力でやると鬼ほどスキルが要求される問題の解決を目指しています。 自分がワークフローを共有したとしても再現性が無く、敷居も高かったので、いっそのことみんなが簡単に再現できるようなキットを作ってしまおうという感じで作りました！ 僕が見つけたワークフローをローカルアプリやエージェントのSkillsに詰め込み、それをユーザーが再現できる形で配布しています。 動作にblenderを活用していますが、ユーザーが触ることはありません。 人間が行う必要のある作業は、アプリ上の簡単な操作で実現できるようにしています。 無料なのでぜひお試しください～！ ※現在開発途中で足らない機能も多いですが、今後のアップデートで順次機能を追加していく予定です！

第 3 天/ 重头戏是 Chat 中的 GPT-6，但今天也是个小小的庆祝日，Codex 和 ChatGPT Work 的活跃用户数创下 4000 万的新高。 正在为每个人的付费账户加载一次已存的重置。明天见！

We’ve lost an icon. Margaret Hamilton, a computer science pioneer best known for her work at MIT leading development of the flight software for the Apollo missions to the moon, has died at 90. Read about her legacy via MIT News: https://news.mit.edu/2026/margaret-hamilton-computing-pioneer-dies-1007