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。
One of the core promises of AI is that the more it knows about a person, the better it will be able to assist them with tasks and make appropriate suggestions, which, if you'll believe the tech companies, requires apps and devices to listen, watch, or record users' activity all t
📌 一句话摘要 作者表达了对近期热门行业活动的兴趣，并考虑向妻子请假参加。 📝 详细摘要 作者提到近期多个行业相关的活动非常热闹，并表达了希望能通过协调时间前往现场的意愿。 📊 文章信息 AI 初评： 60 来源： 向阳乔木(@vista8) 作者： 向阳乔木 分类： 生活文化 语言： 中文 阅读时间： 1 分钟 字数： 29 标签： 推文串 , 社交 , 活动 阅读推文
📌 一句话摘要 半拿铁成都现场圆桌，四位主播与听众从漂亮饭、花火大会聊到 BJD 娃娃与角色委托，拆解情绪价值消费的定价逻辑，并讨论它能否变成可规模化的投资机会。 📝 详细摘要 本期为半拿铁番外第 16 期，在华夏基金成都播客节现场录制，刘飞、潇磊与《三点下班》李永浩、《起朱楼宴宾客》大卫翁做圆桌，现场听众也贡献了大量案例。 个人层面的情绪价值消费包括：跟符合当下潮流的年轻人吃「漂亮饭」以获取消费洞察、花重金买船票看横滨花火大会（典型的花钱买经历）、中老年人的花盆木头石头、作者亲签旧书、江爷爷诞辰 100 周年金银币套装（1 万元，金银材料价值约五六千）
📌 一句话摘要 深度解析 Personal Agent 赛道的现状，分析了产品形态分化、技术底座收敛以及在入口、执行和商业模式上面临的挑战。 📝 详细摘要 文章探讨了 Personal Agent 成为 AI 新焦点的趋势。通过对比 Muse、Manus、Cue、Instinct 等多个代表性产品，指出 Personal Agent 区别于普通 Chatbot，在于具备长期记忆、主动性并能以用户名义执行任务的实体。目前行业面临的核心痛点在于如何找到合适的 PMF 入口、如何获取足够的 Context（上下文）以及如何建立用户信任。同时，基础设施层正围绕身
A macOS terminal with a Run button that knows your project Discussion | Link
Greetings from a world where… this could be the Iowa football’s year …As always, the searchable archive of all past issues is here . Please please subscribe here to support ChinAI under a Guardian /Wikipedia-style tipping model (everyone gets the same content but those who can pa
Python 3.15.0 added to actions/python-versions Bit of a niche link, but I've been waiting for this for a couple of days - I even told ChatGPT to check for it: Clone https://github.com/actions/python-versions and git pull once an hour until they add the stable 3.15 - then tell me
PLUS: Turn a product photo into three matching ads
When you think of robotics and AI, you probably first think of full humanoid robots like Figure’s AI-powered machines and 1X’s NEO home robots . Those may well be the future, but arguably more important in 2026 is industrial robots — which are typically not humanoids. Standard Bo
This release adds new billing and license controls for Copilot code review admins: Billing: Organization owners can bill Copilot code reviews from members with a Copilot license to the organization’s cost center instead of using up those members’ Copilot quotas. Review request co
From the Bitter Lesson of AI scaling to the unsolved mysteries of protein folding , Google DeepMind’s Pushmeet Kohli and Biohub’s Sal Candido are rethinking what it takes to build AI that truly understands biology. In this special panel moderated by Brandon Anderson , they explor
Google AI Edge has introduced ML Drift, a high-performance, universal GPU compute framework designed to accelerate on-device AI and machine learning inference. By abstracting the complexities of hardware and low-level APIs—including OpenGL ES, OpenCL, Metal, and WebGPU—ML Drift e
It’s hard to believe that Periodic was only launched last September : @periodiclabs . Our mission is to accelerate science.\n\nOur founding team co-created ChatGPT, DeepMind’s GNoME, OpenAI’s Operator (now Agent), the neural attention mechanism, MatterGen; have scaled autonomous
It’s been about a year since Anthropic shipped Haiku 4.5 , and with successive launches of Sonnet and Opus and Fable up to 5.5 it was seeming a little forgotten, especially as OpenAI launched Luna 6 alongside Astra and Sol 6. Well, it’s here, and it’s a welcome update. More in th
LangChain introduces LangSmith Fine-Tuning and SmithTune, a CLI built for post-training models. Train specialized models without building data pipelines by hand.
PLUS: Agilink's robot hands are getting crafty
Tickets for AIE NYC are selling out soon! See you next week! see past AINews issues for subscriber discounts. Pour one out for Mistral, who shipped a decent Large 4 “Le Chonk” model on the new 3800 GB300 cluster funded by their recent Series D . But they were overshadowed by more
PLATO V terminal, via Wikipedia . In 1960, a team at the University of Illinois released the first version of their PLATO “computerized instruction system,” a network of what would eventually be thousands of computer terminals connected to large mainframe computers. Users of PLAT
It’s been over a year since Reflection launched with us with big goals on coding (and hinted about their RL approach ): But they stayed “stealth” longer than Thinking Machines and it was not clear we would ever get a model launch out of them, as the broader open model ecosystem d