Pai 的 AI 雷达
今天这份简报把企业工作流与集成、模型与代码审查变化、创作资产管理，以及 agent 的记忆、接口、语音、浏览器和 ComfyUI 工具放在同一张图里；阅读时先用标题判断它属于产品变化、可接入组件还是可复用工作流，再在 why 中追问能调用什么、接在哪里、受什么约束，最后只把有明确动作的条目带进试验。
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
As of today, October 2, 2026, we have deprecated the following models across all GitHub Copilot experiences (including Copilot Chat, inline edits, ask and agent modes, and code completions). Model Deprecation date Suggested alternative Gemini 3.5 Flash 2026-10-02 Gemini 3.8 Flash
You can now request a GitHub Copilot code review through the REST and GraphQL APIs and set the review effort level for each request. Balanced is also now the default review effort level. These changes are generally available to Copilot Pro, Pro+, Max, Business, and Enterprise pla
I just sent the September edition of my sponsors-only monthly newsletter . If you are a sponsor (or start a sponsorship now) you can access it here . This month: More Fable class models A pricing war 3D graphics, Blender, and pixel art LLMs come for mathematics So many more accid
Learn how startups can choose GPT-6 models, tune reasoning effort, improve prompts and skills, coordinate tools, and prepare workflows for production.
Here are Google’s latest AI updates from September 2026
Mobile Systems
By his own admission, David Robinson is “something of a cliché”: an employee at a leading AI company who issues a dire warning while resigning from their job.
Music and AI agent alerts in your MacBook notch Discussion | Link
Run AI coding agents in parallel, one ticket at a time Discussion | Link
In today’s issue: Google unveils Gemini 4 Argon OpenAI launches always-on dots OpenAI ships GPT-6.1 Sol Anthropic launches Claude Sonnet 5.5 Earendil ships Pi 1.0 and Pi Durable Claude Code adds mods DeepSeek open-sources its agent harness Manus 2.0 runs on Cascade Schema hits 99
Our 258th episode with a summary and discussion of last week’s big AI news! Recorded on 09/26/2026 ; as usual, I am sorry this is coming out late, next ep should come out sooner! Hosted by Andrey Kurenkov and Jeremie Harris Feel free to email us your questions and feedback at and
👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every Saturday, highlighting the most helpful conversations in our members-only Slack community . Read more
pi pod runs sessions of the pi coding agent in isolated sandboxes ("pods") on a server you run, in composable environments. ---- Since moving my company towards AI-native work, I have been really frustrated by the state of "agentic engineering" environments. Products by the labs
If you’re even seeing this, you should probably just go enjoy your weekend. AI News for 10/1/2026-10/2/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews’ website lets you search all past issues. As a reminder, AINews is now a section of Latent Space . Y
Prior to joining Airbnb as CTO in January, Ahmad Al-Dahle was head of generative AI at Meta and led the launch of its open source Llama models over 2023-2025. Now Al-Dahle is in charge of turning Airbnb into an “AI-native company”. What that means in practice is using AI internal
中秋刚过，国庆又到，AI 圈却没有跟着放假。 新模型依然一个接一个地上线。旗舰模型忙着刷新能力上限，主打速度和性价比的模型则在争夺用户的日常工作。不过，随着后者的能力不断提升，两者之间的分工也开始变得模糊。 过去需要请出旗舰模型的任务，如今交给一个名字里带着 Flash 的模型，究竟能做到什么程度？前端创作是一个很直观的观察窗口，配色、排版、动画和交互做得怎么样，把作品放在一起就能看出差别。 上个月，Anthropic 推出了 Claude Opus 5.5。我们在 X 上看到，有人用它做动态作品集，有人让它画水墨动画。这些由代码做出来的作品，已经有了各
AI infrastructure engineers, storage developers, and cloud service providers need fast and secure access to high-capacity file and object storage to support AI workloads. AI workloads increasingly require high-speed data access for training, fine-tuning, inference context, tool c
电影史上，新技术登台时从来算不上斯文。 1895 年，《火车进站》让观众惊慌躲闪。1927 年，《爵士歌手》一声开口，默片时代逐渐谢幕。1995 年，《玩具总动员》甚至让观众忘了它是完全由电脑生成。 有意思的是，每一次「离经叛道」，最后都加速了行业发展。有声电影、彩色胶片、数字摄影机、CG 特效，无一不是在怀疑与嘲笑中入场，最终被写进电影语言的词典。 如今，生成式 AI 也开始参与影视创作，一家以故事创作为核心的 AI 原生影视公司 Utopai Studios，正凭借旗下的 Utopai X，搅动视频生成模型的格局。 截至 9 月 30 日，其自研模型
OpenAI's Dots and Meta's Muse are vying to be your AI agent of choice. I've tried both—and I suspect you will too.
📌 一句话摘要 傅盛提出判断 AI 颠覆行业顺序的关键标准不是难度而是验证速度：越能被量化、快速反馈的领域越先被打穿，因此编程、数学、科研反而比机器人、医疗更早突破。 📝 详细摘要 文章从「AI 专挑难的先做」这一反直觉现象切入，先讨论 AGI 的两种定义：按「主动执行力超越人类」的标准两年内难以实现，按「在具体领域超过顶尖人类」的标准则很多领域已经实现。随后列举自动驾驶、数学科研、编程三个案例：特斯拉 FSD 重大事故率比人类低约 70%～80%，Robotaxi 投放目标从几十辆提升到几千辆；Claude 两天把 zeta 函数相关指标推进 25%，