Pai 的 AI 雷达
今天的简报围绕“让智能体更能执行”展开：图像设计、持续协作、企业配置校验、代码开发度量和机器人编程构成主线，旁边延伸到本地配音、开源 Skills 商业化与端侧创作工具。阅读时可把前半部分当作接口和工作流更新，把后半部分当作记忆、治理、监控与本地化组件，分别判断哪些能力能接入现有流程。
Starting today, Claude Cowork and chat are merging into one Claude. Bring a quick question, or hand over a report due at noon, and Claude takes it from there, even after you’ve closed your laptop. It’s rolling out on Pro and Max plans over the next few weeks, with more plans to f
You can now use an in-product validator for enterprise managed settings for GitHub Copilot. The validator detects malformed JSON, unsupported configurations, invalid team mappings, and other errors that can prevent policies from being enforced. Review and correct errors in the “C
With Codex, GPT-Live-1, and GPT-6 Astra, Proaction builds, operates, and sells modern fleet management faster.
📌 一句话摘要 作者以提问形式切入，探讨开源项目（特别是 Skills）背后的盈利逻辑与商业闭环。 📝 详细摘要 这是一条简短的提问式推文，核心意图是引导读者讨论或思考「开源 Skills」这一特定技术/产品形态是如何实现商业变现的。结合上下文（如前文提到的 GitHub star 与科普内容价值），该问题指向独立开发者如何利用开源工具构建可持续的商业模式。 📊 文章信息 AI 初评： 65 来源： dontbesilent(@dontbesilent12) 作者： dontbesilent 分类： 商业科技 语言： 中文 阅读时间： 1 分钟 字数：
The enterprise and organization repository-level Copilot usage metrics reports now break down how long pull requests spend in each stage of review. A new pull_request_review_times array on each repos-1-day row reports a median and a 90th percentile for the time from ready for rev
📌 一句话摘要 介绍开源本地配音工具 yovoice，支持声音克隆与情绪控制，并附带 Claude Code Agent Skill 实现自动化配音。 📝 详细摘要 针对短视频和有声书制作中配音成本高、隐私泄露及操作繁琐的痛点，介绍了开源工具 yovoice。该工具支持 macOS 和 Windows，提供 IndexTTS、VoxCPM2、OmniVoice、Qwen3-TTS 等多种模型，具备本地运行、声音克隆及情绪控制能力。此外，项目附带了 Claude Code Agent Skill，允许开发者通过代码直接生成配音文件，极大提升了批量内容生产的
arXiv:2609.30249v1 Announce Type: cross Abstract: Coding agents have demonstrated enormous success in solving complex programming problems. To leverage their potential for robot systems, this work introduces Robot Agentic Programming from Demonstrations (RAPID), which automatical
Related: https://techcommunity.microsoft.com/blog/excelblog/excel-now...
Anthropic 宣布 Claude 在 Claude Science 系统中仅凭一条提示词、无人监督连续运行数天，算出平面 N=4 超杨-米尔斯理论六粒子振幅的九圈结果，超越 Lance Dixon 团队 2023 年的八圈纪录，总成本几千美元，其中直接自举路线的 Python 运行成本仅约 100 美元。
Do you currently work with or know anyone who is still using: * dBase/Clipper/CLARION/Paradox/other DOS RAD environments on period hardware to run business processes? * CNC mills/spectrometers/microscopes/other industrial instruments controlled by ISA cards (either bespoke or sta
Sep 25, 2026ScienceYes, Claude can do Nine Loops
Earlier this month, world model company Runway introduced GWM Worlds 2 , a research preview that “turns high-fidelity video and audio generation into real-time interactive simulation .” Runway calls this an “autoregressive diffusion” model; with autoregressive describing how it g
Microsoft is splitting its Copilot app into three sections: Home, Code, and a new agent called "Autopilot." Built on OpenClaw, the agent runs continuously in the cloud, where it can monitor Teams channels and complete tasks on its own, according to Microsoft. For Autopilot and Co
From the earliest days of open-weight models to becoming the neutral routing layer for more than 10 million developers , OpenRouter is one of the clearest bets that the future of AI will be multi-model. In this episode, OpenRouter co-founder & CEO Alex Atallah, with AMP’s Anjney
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Suno’s AI vocalists could learn a thing or two from this glitchy image. | Image: Cath Virginia / The Verge, Getty Images Sony and Universal Music Group filed yet another suit against Suno. The labels claim its new v6 model still infringes on their copyrights because it's trained
Meta launched Muse earlier this month. It soon became the top free iPhone app in the US. It is a cousin of Instinct , the invite-only assistant you text, and of OpenClaw agents like my AI chief of staff, R Mini Arnold . Jolly, Muse’s digital avatar, is just cuter, and probably ea
Our 257th episode with a summary and discussion of last week’s big AI news! Recorded on 09/19/2026 ; as usual, apologies for the none ‘weeklyness’ of this ep! Hosted by Andrey Kurenkov and Jeremie Harris Feel free to email us your questions and feedback at andreyvkurenkov@gmail.c
任正非重申「华为不造车」，将继续帮助东风造好车 曝 DeepSeek 年化收入运行率达 10 亿美元，数月内翻倍 网易云音乐鸿蒙版正式上线，支持歌单同步与多终端使用 余承东回应问界调整：赛力斯主动提出主导，华为将聚焦其余四界 腾讯 QClaw 将于 12 月 24 日停运，用户可迁移至 WorkBuddy 腾讯 WorkBuddy 上线微信小程序生成和发布能力 豆包回应「对话团队砍半」传闻：只是分工的组织调整 高通续签苹果全球专利授权协议，2027 年 4 月生效 Google 下周将把 TPU 送入轨道，测试太空运行条件 Jeffrey Ding：AI
从现在起，眼镜要为「超级智能」而打造。 在今早的 Meta Connect 2026 主题演讲上，扎克伯格公开了一系列 AI 硬件新品—— 没有摄像头的纯音频 AI 智能眼镜 Ray-Ban Meta Audio、仅 100 克的超轻 VR 眼镜 Meta VR Glasses，以及既有智能眼镜产品的更多造型与联名款。 类似的设备形态，指向了同一个目的： 要将「眼镜」打造成一种与 Meta 牢牢绑定的计算设备品类。 Ray-Ban Meta Audio：拿掉摄像头，换来全天候使用 为什么是眼镜？扎克伯格给出的解释是：世界上有约 20 亿人戴眼镜，并且眼镜
My comment on MCP was always a bad idea? — Hacker News. This article entirely misses the value that MCP brings today. Sure, there's almost no reason to use MCPs if you are running a full-blown terminal agent (Claude Code, Codex, Meta Muse, OpenClaw etc) with unfettered internet a