From late April 2026 to mid-June 2026, Microsoft Defender Experts observed increased ACR Stealer activity across customer ...

agent 就是你写的那段程序，trainer 就是一个 actor，reward 是你在 Env 或 ChatAgent 里随手写的任意 Python。剩下的活儿三个大件全包了。README 里反复强调一个数字：大约 8600 行 RL 代码（推文里说的 9K 是个约数），却能撑到 1T 级别的 MoE。 OpenRLHF 的 ...

Press’ post set off a firestorm of controversy within the Haskell community, which is small but vocal, and likely felt the ...

Hundreds of hunters have signed up for the Florida Python Challenge 2026, lured by a $10,000 grand prize and the chance to ...

My keyboard replaced half my CAD clicks.

Financial data is often trapped inside static PDFs. It forces analysts to copy figures manually while the market moves ahead ...

As the world observes World Youth Skills Day, the occasion serves as a timely reminder of the critical role that skills play ...

I have this idea of a communal brain.” David Baker, PhD, told me as I sat in his office at the University of Washington (UW) ...

Sperax, the DeFi protocol behind USDs, the first auto-yield stablecoin, and creator of SperaxOS, the open-source AI agent ...

Google released the Genkit Agents API in preview for TypeScript and Go. The open-source framework packages message history, ...

This photograph shows a screen during the 18th edition of the "InCyber" Forum, an international cyber security event, at the Grand Palais in Lille, northern France on April 1, 2026. The forum, which ...

如果说上篇讲的是“怎么让 AI Coding 不要从一句话需求直接跳到随机代码”，那这篇要继续回答另一个更难的问题：当团队已经有了 Spec，谁来证明这次交付真的做对了？ 渐进式 Spec Coding 解决“别跑散”，Harness 把执行和裁判分开，Loop 解决“别从零开始”。 这套方案是有效的。它至少解决了三个问题： AI 不再直接从一句话需求跳到代码； 中高风险需求有了 spec.md、 ...