Pai 的 AI 雷达
今天：Building Reliable Data（Agent 原型），Block 如何用 Claude。并行还有 The Outer Loop、Docsy for AI Agents、Stop Looking for。
The NVIDIA KGMON team placed second in the KDD Cup 2026 Data Agents competition with a system built around a simple idea of making an agent’s harness smaller, clearer, and easier to verify. The competition asked agents to answer natural-language questions over heterogeneous data
Anthropic 发表对 Block AI capabilities 负责人 Bradley Axen 的访谈，介绍 Block 用 Claude Fable 5 编排大规模代码迁移：Fable 做数据模型、API 规格等高层设计，再调度数十个更小的 Opus 或 Sonnet 模型执行文件修改和测试，一次迁移可能合并上千个 pull request。
How do you keep improving an AI agent after the first 80%, once it serves real production traffic and silent quality regressions return HTTP 200 OK? We are open-sourcing AQuA (Ambient Quality Agent), a reference implementation that runs beside your production agent in Google Clou
Claude Haiku 5.5, Anthropic’s newest lightweight model, is now generally available in GitHub Copilot. It is designed for fast, high-volume work like subagents, quick edits, and terminal tasks. In early testing, Haiku 5.5 matched Claude Sonnet 5 on many coding tasks while using si
More AI safety intrigue in the alignment below. AIE NYC leadership tickets will sell out tomorrow, while for SF folks, AIE CODE applications are still open for the top agentic engineers in the world. AI News for 10/7/2026-10/8/2026. We checked 12 subreddits, 544 Twitters and no f
Microsoft Research Asia 提出 Harnessed Agentic RL 训练范式并开源重建的 Agent Lightning v1.0，让部署时使用的同一 agent harness 直接参与强化学习，无需在训练框架内重写 agent。
NVIDIA 与 Microsoft 在旧金山活动上宣布为 Windows PC 共同打造 AI Agent 软硬件。
Today, one in three pull requests on GitHub involves an AI agent . A year ago, that number was fewer than one in 10. If that pace holds, within the next two years, most of the code pushed to GitHub could be written by an agent. Much of it may never be fully read by a human. If de
Bradley Axen, Head of AI Capabilities at Block, on how his team evaluates new large language models, how Claude Fable 5 orchestrates company-wide code migrations, and why safeguards are a critical part of deploying frontier intelligence responsibly, at scale.