Pai 的 AI 雷达
含近几日仍热话题，按时间衰减排序。今天先看 Claude for Small Business launches new workflows, integrations, and training programs，其次 Mintplex-Labs/anything-llm。并行还有 beenuar/AiSOC、Is z.ai shipping a different ZCode client than the source?。
Claude for Small Business now includes 43 workflows and 27 new integrations with tools small businesses already use, including Shopify, Salesforce, TikTok, Atlassian, Zoom, Xero, Gusto, Square, Stripe, and Zapier. The new workflows extend Claude from running the back office to gr
Recently got access to Claude CVP at work, decided to ask it to look at zcode and point out any data exfil or whether they were all resolved, it went off on a stupid long tangent burning tokens but raised some red flags that imply the production version of zcode differs from the
With Codex, GPT-Live-1, and GPT-6 Astra, Proaction builds, operates, and sells modern fleet management faster.
This week’s releases add new models to Copilot, local sandboxing in the Copilot app, and updates to Copilot in Slack, Microsoft Teams, JetBrains, and VS Code. GitHub Copilot Claude Opus 5.5 is available to Copilot Pro+, Max, Business, and Enterprise plans. GPT-6 Sol is available
Queries for workflow runs in the GitHub Actions API and UI now return a less precise but more accurate count of records when you search by workflow, event, status, branch, or actor. We will continue to return paginated results of up to 1,000 items. However, if the number of found
arXiv:2609.30205v1 Announce Type: new Abstract: Large language model (LLM)-based clinical assistants are increasingly being integrated into electronic health record (EHR) systems, transforming how clinicians retrieve and synthesize information from patient records. Their safety a
arXiv:2609.29014v1 Announce Type: new Abstract: Large language model (LLM)-based multi-agent systems can automate alpha factor mining, but their reliance on external APIs limits control over cost, availability, and confidentiality. Long research loops also tend to revisit a few s
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
📌 一句话摘要 作者分享使用 Opus 5.5 结合 TokenRank 数据，通过单条提示词直接生成高质量营销视频的实操案例。 📝 详细摘要 作者指出 Opus 5.5 在结合丰富信息时具备强大的视频生成能力。通过在社群代码中嵌入单句提示词，模型自主完成了从数据分析到视频生成的全流程，且一次成功。提示词核心在于利用榜单多维度数据与参与者背景，针对付费用户设计爆款内容以促成转化。 💡 主要观点 Opus 5.5 在多模态视频生成上表现卓越 作者认为该模型在处理复杂信息并转化为视频时具有“无敌”的表现，能够一次性高质量完成生成任务。 极简交互即可实现自动化
Generative AI
📌 一句话摘要 作者总结近期工作，宣布随机抽取 5 名用户，免费为其制作产品宣传视频，要求用户提供网站和卖点。 📝 详细摘要 作者剪辑了一个产品合集视频后，发起了一项福利活动：邀请读者留言提供产品网站和核心卖点，将随机抽取 5 人免费制作宣传视频。这是对其前述 AI 视频生成能力的实际应用推广。 💡 主要观点 AI 能力的服务化变现/引流 通过提供免费的高价值服务（视频制作）来吸引精准用户互动，既展示了能力又增加了账号活跃度。 📊 文章信息 AI 初评： 70 来源： Berryxia.AI(@berryxia) 作者： Berryxia.AI 分类：
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
It’s been an absolutely MONSTER week already, from new Chinese Open Weight Frontier Lab claiming the throne for the first time, to new SOTA LLM and price cuts from Anthropic and OpenAI , to Meta Connect , to TypeSafe AI’s $10B fundraise after our exclusive podcast this weekend (a
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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
Pinecone BYOC: Trusted AI Knowledge in the Customer Cloud
Zach Lloyd is the co-founder and CEO of Warp, an AI-powered terminal and software factory platform used by tens of thousands of engineers. Before Warp, he spent nearly a decade at Google, including time as a principal engineer on Google Sheets. He built Warp from the ground up as