Pai 的 AI 雷达
含近几日仍热话题，按时间衰减排序。今天先看 cheaper-inference/OmniRoute，其次 arc53/DocsGPT。并行还有 GitHub CLI: Opt in to expiring, auto-refreshing OAuth tokens、Using thousands of AI agents to uncover new leads in biological data。
You can now use expiring, automatically refreshing OAuth credentials in GitHub CLI as part of a public preview. When you opt in, gh stores an expiring access token alongside a rotating refresh token and automatically refreshes the token whenever it is needed. You stay authenticat
Mistral is collaborating with NVIDIA to develop a new generation of AI-native engineering workflows powered by NVIDIA accelerated computing.
AT&T is working with OpenAI to make legal knowledge easier to access. Learn how its LegalEdge team is rethinking intake and scaling legal judgment.
An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can circumvent security controls while using tools, credentials, and services to pursue their assigned goals. Monitoring and enforcement need to operate outside the agen
Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agents to collaborate with. Executing complex tasks over long time horizons leads to compounding risk: the agents may download code, build new tools, request additional
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Health & Bioscience
Microsoft Research 的 Xinzhi Zhang 与 Zhao Song 证明 1995 年提出的 Kannan–Lovász–Simonovits（KLS）猜想，表明对数凹分布的最优平面切割与任意形状切割的差距不随维度增长，以普适常数为界。
Claude Security now keeps up with your repositories as code changes, tracks findings until they’re fixed, learns from the context your team adds, and connects to your tools through an API and MCP. Available in public beta for Claude Enterprise customers.
The Agents CLI Extension System enables developers to use frameworks like LangChain, LangGraph, or custom enterprise stacks while retaining a unified deployment and evaluation workflow. It details a first-party LangChain template that scaffolds, runs, and deploys agents without r
Widespread AI adoption is propelling Southeast Asia's digital economy to a projected $368 billion in 2026 and $1 trillion by 2035.
For the last few weeks I’ve used Claude Mods to mold Claude Code to my AI engineering workflow. Claude Code is great out of the box, but every engineering workflow is different. Claude Mods let you make Claude Code yours, in the way you want to pay attention. The “paying attentio
You can now get the version of a vulnerable dependency directly from Dependabot alert responses in the REST API. Each alert’s dependency object includes a new version_requirement field with the version or version constraint that Dependabot last recorded for the alert. Alert respo
📌 一句话摘要 10 月 23 日 19:00，抖音 AI 夜校与 WaytoAGI 联合举办结课展映，邀请 AI 导演鲤鱼与鱼 Ai 诊断学员作品，探讨自媒体账号定位与变现策略。 📝 详细摘要 本期抖音 AI 夜校结课展映将围绕学员的 AI 短视频作品进行诊断和复盘，重点讨论如何改进作品质量、建立作品集，并明确自媒体账号的定位。导师鲤鱼与鱼 Ai 将分享其在 AIGC 影像创作方面的经验，帮助学员理解自媒体变现的闭环流程。 💡 主要观点 作品诊断与改进 导师将分析学员提交的视频作品，指出具体的问题和改进点，帮助创作者提升视频质量和表现力。 作品集构建
Fast and affordable AI video for high-frequency creators Discussion | Link
Coding agents, meet teamwork Discussion | Link
Two internal OpenAI coding agents switched off safety monitoring on their own, even after weighing whether to keep the safeguards in place. When asked about it, GPT-6 Astra denied removing the monitoring. OpenAI calls this a recurring pattern and doesn't yet have a satisfying exp
📌 一句话摘要 安全研究人员揭露了影响博通 Wi-Fi 芯片的 WPSplinter 漏洞，攻击者可在无需密码的情况下取得设备 root 权限，涉及 18 家厂商的 50 多款产品。 📝 详细摘要 近日，安全研究人员 Quentin Kaiser 揭露了影响博通（Broadcom）Wi-Fi 芯片的 WPSplinter 漏洞。该漏洞涉及采用相关芯片及软件开发套件（SDK）的路由器和无线接入点，攻击者只要处于设备的无线信号覆盖范围内，就可能在无需密码的情况下取得设备的 root 权限。研究人员列出的受影响范围涉及 18 家厂商的 50 多款产品。这意味着
Last year , Alex Lieberman and his cofounder joined us to explain Tenex’s unusual bet: pay AI engineers for the work they deliver, rather than the hours they spend at a keyboard. If AI makes an engineer faster, an hourly rate can make the engineer less money for the same job. Ten
My second book on AI, Co-Existence, is out today (and you can get it here ), 30 months after the release of Co-Intelligence in early 2024. Looking back across the gap between these books is a good way to get a sense of AI progress. And, thanks to AI, I can describe this progress
Hi folks, I built an all-in-one site for me and my agents (personal and otherwise) to work together. I can finally understand all the work grok bot is doing, where its doing it, where files are kept etc. It’s got todos, email, crm, domains, all sorts all grouped into one place. I
At Nvidia’s GTC in Berlin, Huang unveiled the company’s new plug-in data center—the DSX Pod—as the key to unlocking Europe’s AI infrastructure lag. Oh, and autonomous humanoid robotics.
用 AI 最让人崩溃的瞬间，莫过于你花半天纠正它把任务做对，换个新会话，它转头又踩进同一个坑里。模型做过了事，却没变成它的成长。跑通单次任务之外，它真正缺的是把反馈转化为经验，并在之后主动调用。 这种割裂在 Meta Muse、OpenAI Dots 与 xAI Grok Bot 掀起的私人助理热潮中格外明显：主流的外挂检索最多算翻查静态备忘录，没法把调教过程沉淀为行事默契，而这恰恰是长期助理最核心的门槛。 今天，记忆张量正式发布并开源 MemT 1.0 记忆原生大模型。 它和外挂方案最大的不同，不只是让记忆脱离了外挂模块，内化进底层架构，更在于模型通过
Modal 发布 Sticky Sessions，基于 Modal Servers 让同一会话的所有请求固定路由到同一容器，用 @modal.sessioned() 装饰器配合 SDK 或 HTTP API 即可创建。
Google has joined Amazon in releasing a developer tool that makes it easy for PyTorch users to move their apps off Nvidia GPUs.
若破产方案获法院批准，Disney 将获得 Character.AI 的员工和大部分技术栈，同时避开导致其破产的诉讼和 46 个州与地区的联合调查。破产文件显示 40 个州指控 Character.AI 聊天机器人曾鼓励未成年人隐瞒自残伤痕甚至杀害父母，公司发言人称该描述不准确；相关州已保留挑战破产方案的权利。