#产品更新

We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.

Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.

Grok Bot can now build reports, memos, and dashboards. Ask Bot for a page, then edit it together or have Bot keep it up to date.

BREAKING 🔥: Anthropic announced Claude Duet, a new proactive agent that comes as a standalone research preview app. > It is available through a waitlist on Pro and Max plans in the US. > Claude Duet is designed around Claude Opus 5.5 so the agent can judge and decide what you need. > Memory, skills, and connected apps are taken from your Claude account. Huge!!! 👀👀👀 https://x.com/claudeai/status/2112984664256241837/video/1

We just tried @MiniMax_AI's M3.1 Flash in our SGLang Omni cascaded voice interaction system, and the experience was genuinely impressive! 🐰🚀 Our original pipeline was Qwen3-ASR → Qwen3 LLM → Qwen3-TTS. We replaced the locally hosted LLM with the MiniMax M3.1 Flash API while keeping the rest of the pipeline unchanged, and recorded a demo to see how it performs in real conversations. The results were excellent. M3.1 Flash responded incredibly fast, understood our questions well, and consistently delivered sharp, concise, and direct answers. The conversation felt remarkably smooth and natural. One thing I increasingly appreciate about voice agents is that intelligence alone isn't enough. Unlike text, users can't easily skim an audio response. A model that understands what you need and gets straight to the point can make a huge difference to the overall interaction experience. This is also what makes the modular architecture of SGLang Omni so exciting to me. We can swap individual components, connect local speech models with frontier LLM APIs, and immediately explore how different models change the end-to-end interaction experience. Huge congrats to the MiniMax team! Really impressive work, and we're excited to explore more together. 🔥

We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.

Today, we're bringing OpenAI models to Google Cloud's model garden. We're now the only hyperscale cloud provider offering access to all three leading closed source LLMs—alongside 200+ other models—on a unified enterprise platform → https://goo.gle/4zJ0VZQ

We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.

Claude Security now keeps up with your code as it changes. Connect your repositories once. Claude runs a deep first scan, then re-scans as changes land, so findings stay close to the current state of your code. In public beta on Claude Enterprise.

An update here: we’re upgrading all Codex for OSS grants to Pro 200! There will still be the 10,000 grants in this round, now at the higher tier. (If you've already received a grant, the upgrade should be reflected automatically.) Applications are still open :)

Meet the @typesafeai connector in UiPath Integration Service. 🔗 Bring Jev models into your workflows to make fast, confident decisions at lower cost & latency: https://www.uipath.com/blog/product-and-updates/typesafe-connector-bring-jev-models-to-uipath/?utm_source=twitter&utm_medium=organic_social&utm_campaign=awareness&utm_team=spr&utm_team_geo=global

I had a friend run this Grok Bot I built for them a few weeks ago and guess what? 7 entires from a scammer that took over his credit. $65,000+ of defaulted credit! Grok Bot is fixing this. Get it: https://x.ai/bot/vY1eft-dZTKssiaUQvJEc you will not be disappointed!

MiniMax M3.1 Flash from @MiniMax_AI is now on Runware 🧠 - Text, image & video input - 1M context, up to 524K output tokens - Adjustable reasoning depth - 42 on the Artificial Analysis Intelligence Index - 72.5% AutomationBench-AA, 73.7% DeepSWE - Cheaper per token than MiniMax M3

Viktor × @spacexai The AI employee 70,000+ teams have hired. Now with Grok 4.7. Try it at https://viktor.com

Unlimited Kling 4 is now live on Runway. Sign up for a new Max or Team plan to get 3 days of unlimited access. Plus 25% off Kling 4 on all plans. Get started at the link below.

Introducing Kling 4.0 on Morphic. Get 10% discount on Kling 4.0 generations through November 20 on Morphic. Native 30-second generations, up to 10 keyframes, 15 references, consistent on-screen text, multilingual support. 4K and 10-bit HDR. https://morphic.com

Kling 4.0 is now on Magnific Create scenes up to 30 seconds long, guide the action with up to 10 keyframes, and bring it together with native audio Your scene. Your direction

OpenAI 模型帮助研究人员——作为我们“修补地球”计划的一部分——发现了 PHP 中的关键安全漏洞，PHP 是一种开源编程语言，估计用于运行 70% 的网站。 在过去两个月中，我们牵头了一个由维护者、研究人员和安全提供商组成的联盟，在披露之前准备修复和保护措施。这一时长是必要的，因为修复相当复杂，需要对 PHP 引擎进行重大更改。现在，每个使用 PHP 的网站都可以安全地升级其版本以保持安全，此外还可以应用来自各安全供应商的缓解措施。 由于这些漏洞的严重性以及 PHP 的广泛使用，我们认为这个漏洞是近期记忆中最具影响力的漏洞之一。它也标志着一个新阶段，即 AI 能够发现具有互联网规模影响的安全漏洞。 这是“防御者窗口”发挥作用的一个例子：据我们所知，前沿 AI 能够在攻击者之前发现这个漏洞，给防御者时间准备。 https://openai.com/index/coordinated-disclosure-of-critical-vulnerabilities/