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GPT-5.2 破解数论猜想获陶哲轩认证！OpenAI 副总裁曝大动作：正改模型核心设计，吊打 90%研究生但难出颠覆性发现
本文详细报道了 OpenAI 在科学研究领域（AI for Science）的深度布局。核心动态包括发布由 GPT-5.2 驱动的 Prism 平台，以及 GPT-5.2 Pro 成功破解埃尔德什猜想并获得数学家陶哲轩的认证。OpenAI 副总裁 Kevin Weil 指出，尽管模型在博士级专业测试中表现优异，但目前仍难以产生颠覆性发现，且存在低级错误。为此，OpenAI 正致力于改变模型核心设计… -
ElevenLabs is an official partner of Audi Revolut F1 Team
Blog Company We are on the grid Last updated Jan 29, 2026 • 2 minutes reading time Authors Carles Reina, GTM, Sam Sklar, Growth ElevenLabs is an official partner of Audi Revolut F1 Team On this page I… -
凭借 27 万小时真机数据，Generalist 可能是最接近“GPT-1 时刻”的顶级机器人团队
文章详细介绍了具身智能领域的新锐公司 Generalist。该公司由来自 Google DeepMind 和 Boston Dynamics 的顶尖专家创立，核心优势在于积累了 27 万小时的真机训练数据，这被认为是机器人行业的“GPT-1 时刻”。Generalist 宣称首次验证了机器人性能随数据和计算量增加而呈幂律提升的 Scaling Law，并发现模型在 7B 参数量级会发生“相变”，从… -
Python 3.13 and 3.14 are now available - Vercel
1 min read Jan 29, 2026 Starting today, Builds and Functions can now use Python 3.13 or Python 3.14 in addition to previously supported Python 3.12. Builds that do not specify a Python version will us… -
深度解析：Moltbot 底层架构
文章详细介绍了由 Peter Steinberger 开发的 AI Agent 系统 Moltbot。其核心被定义为一个长期运行的 Gateway 控制面，采用 Hub-and-Spoke（轮辐式）网络拓扑，通过 WebSocket 协议连接多端节点。Moltbot 坚持“本地优先”原则，将记忆存储于本地文件以保障数据主权。技术上，它利用 LLM 对 CLI 的天然理解，将操作系统抽象为交互表面（… -
一文读懂 AI Search：从 RAG 到 DeepSearch
文章系统性地回顾了检索增强生成（RAG）技术的发展。首先分析了 LLM 因训练数据时效性和私域限制导致的内在知识有限性。随后详述了 RAG 演进的三个阶段：从固定的“检索-生成”两步走，到优化查询与检索技术的工程化阶段，再到如今由推理模型驱动、具备自主决策能力的 Agentic RAG（即 DeepSearch）。文章提出了“知识边界”与“能力边界”两个核心概念，指出智能体需通过信息和工具来拓展这… -
Spring gRPC 1.0.2 Available Now
On behalf of the team and everyone who has contributed, I'm happy to announce that Spring gRPC 1.0.2 maintenance release is available from Maven Central. Please see the release notes for more det… -
🚀 Kimi Code 已接入 K2.5，限时 3 倍额度
月之暗面（Moonshot AI）宣布其最强编程及原生多模态模型 Kimi K2.5 已正式接入 Kimi Code 平台。此次更新伴随着重大的计费政策调整：Kimi Code 正式取消了原有的按请求次数计费方案，全面转向基于 Token 的计费模式，旨在实现更精准的算力分配，使简单任务的消耗更低。此外，官方还推出了限时激励活动，在 2026 年 2 月 28 日前，新老用户均可享受最高 3 倍的… -
魔法原子迎来“春晚时刻”｜甲子光年
本文聚焦具身智能新锐企业“魔法原子”，报道其成为 2026 年央视春晚智能机器人合作伙伴及举办全球合作伙伴大会的动态。文章指出，魔法原子在行业混战中坚持“全栈自研”路线，通过自研关节模组等核心零部件打破物理限制与成本瓶颈。在商业化路径上，公司采取双线并进策略：利用 C 端和 G 端场景构建数据飞轮，反哺 VLA 大模型迭代；在 B 端工业场景聚焦标准化、高 ROI 的工序级应用。此外，公司提出“具… -
Anthropic Releases Updated Constitution for Claude
Anthropic has published an updated constitution for Claude, providing a structured framework that guides behavior, reasoning, and training. The constitution combines explicit principles with cont… -
Microsoft Adds Custom Copilot Agents for .NET Developers with C# and WinForms Experts
Microsoft and GitHub have expanded the Copilot ecosystem with the first .NET-focused GitHub Copilot custom agents, designed to improve productivity and code quality for C# and Windows Forms developers… -
Wanna see a CSS magic trick?
They talk about the importance of accessibility in web design, how the web went from table-based layouts to modern CSS techniques, and exciting developments coming to CodePen 2.0. Chris built CSS-Tric… -
The Technical Founder's Path: Code， Leadership， and Balance
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Trisha Ballakur about transitioning from coder to startup CEO, balancing technical leadership with business development, … -
Scale AI in South Africa using Amazon Bedrock global cross-Region inference with Anthropic Claude 4.5 models | Amazon Web Services
Building AI applications with Amazon Bedrock presents throughput challenges impacting the scalability of your applications. Global cross-Region inference in the af-south-1 AWS Region changes… -
Rspack Releases Version 1.7: Final 1.x Update Before 2.0 Transition
Rspack, the Rust-based web bundler designed as a high-performance alternative to webpack, has released version 1.7, marking the final minor release in the 1.x series before the project transitions to … -
Sovereign failover – Design for digital sovereignty using the AWS European Sovereign Cloud | Amazon Web Services
Organizations operating across multiple jurisdictions need to consider the impact of regulatory changes or geopolitical events on their access to cloud infrastructure. This post explains how to d… -
Vercel Sandboxes are now generally available - Vercel
1 min read Jan 30, 2026 Vercel Sandboxes are now generally available, providing an ephemeral compute primitive for safely executing untrusted code. It lets teams run AI agent-generated outputs, unveri… -
cubic joins the Vercel Agents Marketplace - Vercel
1 min read Jan 30, 2026 The Vercel Agents Marketplace now includes cubic, an AI code reviewer that that deploys thousands of AI agents to find and fix bugs in your PRs and codebase. Most code review t… -
Assistloop joins the Vercel Agents Marketplace - Vercel
1 min read Jan 30, 2026 AssistLoop is now available in the Vercel Marketplace as an AI-powered customer support integration. The integration connects natively with Vercel, so adding AI-driven customer… -
Practical Use Of AI Coding Tools For The Responsible Developer — Smashing Magazine
AI coding tools like agents can be valuable allies in everyday development work. They help handle time-consuming grunt work, guide you through large legacy codebases, and offer low-risk ways to implem…
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