今日必看

Claude 助力生物分子建模

创新问题从何而来

AI 爬虫蜜罐记录代理请求

信任智能体前要测哪些安全护栏

住在短信里的个人智能体 Friday

面向家庭与群组的 CC 智能体

Tincan 让多智能体实时协作

I built Tincan for my agents across different harnesses (Claude, Codex, Hermes) to coordinate work with each other in real time. Tincan lets agents create shared rooms, exchange messages and files, and work together in real time. It also works with AI assistants - my assistant on

GitHub Actions 迁移至 Ubuntu 26.04

The Ubuntu 26.04 runner image for GitHub Actions is now out of public preview and fully supported for production workflows on both x64 and arm64. As part of this release, the ubuntu-latest label will migrate to Ubuntu 26.04, giving you the latest supported Ubuntu release by defau

GitHub Actions 工作流触发保护 GA

Workflow execution protections for GitHub Actions, previously in public preview, are now generally available for GitHub Enterprise, organizations, and repositories. Execution protections let you define an allowlist that controls who can trigger an Actions workflow and what events

测量前沿实验室的 AI 发展速度

Astra for Law

Qwen 发布原生全模态模型 Qwen3.8-Omni-Flash，主打音视频智能体任务交付

Qwen 发布下一代原生全模态模型 Qwen3.8-Omni-Flash，支持文本、图像、音频和视频输入及 1M token 上下文窗口，29 项评测平均分较 Qwen3.5-Omni-Plus 提升超过 25%，音频输入每小时价格下降超过 98%，音视频输入每小时价格下降超过 93%。

The future of practice: Enabling teachers to create learning interactives with generative UI

Education Innovation

Making global data easier to explore

Google and the UN system have launched the UN System Data Commons, a new open platform making global statistics accessible and easy to search.

Figure AI - Helix 2.5 Robot: Zero-Shot Home Generalization

TensorRT Edge-LLM Completes the MLPerf Edge Agentic Benchmark 6.4x Faster on Jetson AGX Thor

AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through a sequence of steps. It selects tools, evaluates their results, and continues reasoning within an increasingly long conv

After the Party: Growth, Governance, and Security Scanning in the OpenClaw Agent Skill Ecosystem

arXiv:2609.17274v2 Announce Type: replace-cross Abstract: AI agents increasingly act through agent skills, i.e., natural-language instructions, that direct a host agent toward shell, network, credential, file, and process actions, and public registries distribute them at scale. I

Our framework for reporting model misalignment

Show HN: Vim-like, hyper-efficient, LLM power tool - 20-80k tokens not 350k+

I built a focused TUI tool for efficient parallelized tasks, early independent testers expressed 90%+ API savings and more direct results. This is accomplished by user smaller context windows, hybrid client-side compaction, tool compaction, and system nudges (to avoid polluting t

What happens when you send a message to an LLM (the API call explained)

ESP32 Wi-Fi Vulns: Coordinated Disclosure Is Broken by AI

How to Use AI Agents to Prepare 3D Scenes for Simulation

Agentic AI workflows can be used to prepare and validate digital twins for physical AI systems. Agents can inspect 3D scenes, author simulation-relevant data in OpenUSD, add physics properties, render preflight views, and validate the result against simulation-ready (SimReady) re

Shaping the Future of Learning: Education Readiness for the Age of AI [pdf]

用 Seedance 2.5 拍《沙丘 3》，我们替你把 AI 短片的坑全都踩过了

📌 一句话摘要 爱范儿团队两人用 12 天、3000 多元积分，结合 Codex 与 Seedance 2.5 完成 6 分钟 AI 短片，复盘了剧本打磨、资产库搭建、按秒拆解提示词与后期剪辑的完整流程及踩坑经验。 📝 详细摘要 文章记录了爱范儿团队首次完整制作 AI 短片的实操过程：两位同事耗时 12 天、消耗价值 3000 多元的积分额度，产出一部 6 分钟的《沙丘 3》风格短片。流程被拆为四步——打磨剧本、建立资产库、生成视频、后期制作，对应传统片场的写剧本、找演员、搭场景、拍摄与剪辑。作者强调短片并非「一键生成」：剧本阶段用 Codex 按标准格

OpenAI reportedly closes in on solving the Hodge conjecture, its second Millennium Prize Problem

OpenAI is reportedly tackling the next Millennium Prize Problem. After its still unconfirmed solution to the Navier-Stokes problem, the company is now working on the Hodge conjecture. Employees expect a solution soon, but any announcement could be delayed. After the PR crisis aro

Claude Code relaunches Projects to manage multiple AI agents in the cloud

The revamped projects feature in Claude Code allows users to run multiple agents under the same roof, with a shared memory, goals, and library of files and artifacts. Similar to Grok Bot and other tools that manage groups of AI agents, each project has "threads" running different

我用 Vidu S2 找来了「乔布斯」，跟他聊了聊 iPhone Duo

📌 一句话摘要 生数科技发布 Vidu S2，把 AI 视频从离线生成推进到「边播边改」的实时交互：S2-Avatar 支持 720p 实时数字人与动态参考图，S2-Editing 可对正在播放的视频流实时换装、换背景、改风格、换角色。 📝 详细摘要 文章评测了生数科技新发布的 Vidu S2 实时视频模型，其能力分为 S2-Avatar 与 S2-Editing 两部分。S2-Avatar 面向实时数字人互动，支持 720p 输出，增强动作指令遵循与表演能力，可在直播中随时插入参考图完成持品、换装、换背景；S2-Editing 面向正在流动的视频画面，

Last Week in AI #344 - Navier–Stokes, Pacing the Frontier, AI Misuse

Top News OpenAI Says It Has Cracked One of Math’s ‘Millennium Problems’ Related: On the Navier–Stokes Millennium Prize Problem Quartz: OpenAI cracks the Navier–Stokes Millennium Prize problem OpenAI fought dirty on career-making math problem, says NYU mathematician OpenAI’s feud

[AINews] Jev: a “System One Model” that only decides/classifies/routes/scores — >100x faster, >200x cheaper than small frontier LLMs

AIEi Paris (Sep 23-24) and AIE NYC (Oct 12-14) is >50% sold out, AIE CODE ( Nov 10-12 in SF ) and AIEi Shanghai (Nov 5-6) are next on deck before AIEi Sydney (Dec 7-8 alongside NeurIPS) closes the year! It’s very rare that a new startup launch will make title story, especially on

早报｜雷军同日到访宇树与B站/罗永浩差评带来流量，野人先生单日涨粉近3万/鸿蒙智行确认问界合作调整，赛力斯主导

雷军同日到访宇树科技与 B 站，分别与王兴兴、陈睿交流 微信回应「小微」隐私争议：仅按用户指令临时读取指定聊天 Google 向全体工程师开放 Claude，Gemini 仍是默认模型 黄仁勋活动现场免提接听特朗普电话，双方隔空探讨 AI 鸿蒙智行确认问界合作模式调整，赛力斯主导五项业务 Disney 要求更多远程产品与技术员工每周到岗四天 第一财经调查：AI 短剧「融合脸」增加肖像侵权举证难度 Waymo 计划 2027 年在东京推出全无人出租车 曝 OpenAI 雇佣数百名外包人员审阅 ChatGPT 对话 环球音乐起诉 DistroKid，指控其放

Huawei plans Q1 2027 launch of new AI chip as it takes on Nvidia

Huawei is accelerating the launch of its next-generation Ascend 960DT AI chip as it pushes to compete with Nvidia and close China’s AI computing gap with the U.S.

4-bit Rotational Quantization

4-bit Rotational Quantization in Weaviate 1.39: the SIMD performance work, a centered tier, scaling analysis and a TurboQuant comparison.

VQ-bench: a Composable Vector Quantization Framework

VQ-bench: a Composable Vector Quantization Framework

WebGPU Engine Bench: Three.js vs. PlayCanvas vs. Babylon.js