Pai 的 AI 雷达
含近几日仍热话题，按时间衰减排序。今天先看 langroid/langroid，其次 SamurAIGPT/muapi-comfyui。并行还有 GitHub Copilot app for Beginners: How to teach Copilot about your codebase、Push attribution for commits in limited public preview。
Context matters when you’re working with AI. Every codebase has its own house rules: how components are structured, which scripts to run, and which conventions apply to different frameworks and file types. Copilot can help you make changes across a project, but it works best when
GitHub now durably records the authenticated user who pushed each commit and surfaces that pusher identity in the UI and API alongside the existing author and committer fields. Commit author and committer fields are just strings that the pushing client supplies, so anyone with wr
Hybrid models interleave state-space model (SSM) layers with a few attention layers. NVIDIA Nemotron 3, Qwen3.5 through Qwen3.8, Kimi-K3, and GLM-5.3-Flash are all built this way, with Mamba-2, Gated DeltaNet (GDN), or Kimi Delta Attention (KDA) as the SSM layer. SSM layers are d
Tags: Product development Technology The post Introducing Microsoft’s latest custom chip: Maia 300 appeared first on Source .
📌 一句话摘要 作者认为某些在 AI 浪潮下的人容易陷入一种以为掌握了数字灵魂的幻觉。 📝 详细摘要 推文将 X vibe coding 的现象与视频号老板的幻想类比，揭示了在技术浪潮中，人们容易因为使用工具就认为掌握未来的盲目心态。 💡 主要观点 AI 工具的使用易让人产生能力错觉 指出 X vibe coding 等现象可能让普通者误以为自己掌握了核心能力。 📊 文章信息 AI 初评： 72 来源： dontbesilent(@dontbesilent12) 作者： dontbesilent 分类： 人工智能 语言： 中文 阅读时间： 1 分钟 字数
📌 一句话摘要 作者分享了如何通过特定的提示词生成具有日式小清新风格的 AI 视频，并展示了提示词的迭代过程。 📊 文章信息 AI 初评： 76 来源： PixelAIGC(@PixelWiseAI) 作者： PixelAIGC 分类： 人工智能 语言： 中文 阅读时间： 1 分钟 字数： 199 标签： AI 与智能应用 , 提示工程 , AI 产品与应用 , 视频AI , AI 素养 阅读推文
arXiv:2610.13703v1 Announce Type: new Abstract: The fast pace in which protocols, frameworks, and technologies are being proposed for LLM-based agents results in a complex scenario for anyone aiming to create state-of-the-art AI solutions. Without an assessment on how different p
arXiv:2610.13273v1 Announce Type: cross Abstract: API specifications serve as critical documentation for modern software development, directly impacting integration efficiency and client code generation. While recent advancements have leveraged Large Language Models (LLMs) to gen
Hey HN, I’m Vishnu from Agent37 ( https://agent37.com ). We build sandboxes for running AI agents at under 10% of the cost of most sandbox providers. Our customers spend an average of $0.37/month per sandbox. You can view a video walkthrough of the product here: https://youtu.be/
CJ Avilla and Harrison Stall, Members of Technical Staff at Anthropic, at AI Engineer NYC today. The AI Engineer New York 2026 conference kicked off this morning with a series of workshops, including Anthropic discussing how to orchestrate its Claude Managed Agents . Of particula
Use any model inside Claude Code, keep your Claude plan Discussion | Link
SEO, AI answers, social, ads and leads data for your agent Discussion | Link
https://www.reuters.com/business/retail-consumer/french-supe... , https://www.bbc.com/news/articles/crq5nzxv9q4yo , https://www.lemonde.fr/en/france/article/2026/10/12/french-s... Related: https://www.claroty.com/team82/research/freeze-the-controlle... I think the military commis
For those of you who know Cold Turkey Blocker, it is a distraction blocker for Windows, hard to close and kill, and enforcing a list of websites or apps you want to block, to increase your productivity. I have used a paid license to it for many years, but due to some workarounds
Vapi 工程师 Lat Ware 自研 Pedantic Review Bot，使 PR 从开到合并的平均时间从 130 多小时降到 65 小时。机器人会运行测试和小复现来验证发现，分析和发评论分属两个 job，只能评论不能批准或推送；2026 年 9 月 2 日至 10 月 2 日审查了 1,694 个 PR，在 276 个中提出 363 个 blocker 发现。
Microsoft will make its in-house Azure Maia chips the main AI inference system across its products starting in 2027, deploying them at multi-gigawatt scale. The upcoming Maia 300 should deliver 40 percent more tokens per megawatt than leading GPU systems. CEO Satya Nadella calls
Microsoft’s Maia 300 chip. | Image: Microsoft Microsoft is announcing its third-generation Maia in-house AI chip today, designed to be the "primary AI inference system" for Microsoft's products and services. Maia 300 not only improves the cost and efficiency of running AI workloa
How Microsoft rebuilt the new Copilot with capabilities to address a growing gap in AI
As you can see in the AINews X recap section below, everyone on earth has cloned the Jev API, but only one company can ever create the category. TypeSafe announced their “ Series AI ” and Sequoia “ leaked ” that they crossed 100M ARR in their first week. @a16z \n\nit's been 3 wee
Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click warning, updated CI, and added a --list-models command to list available models. It works with uvx ,
Top News OpenAI publishes hundreds of math proofs from unreleased frontier model Sources: OpenAI drops another batch of mathematical breakthroughs Sharing AI progress in mathematics OpenAI Releases Findings on 377 Math Problems, Further Roiling Field All the drama around AI’s tak