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 ...

Looking for something to do in the greater New Orleans area? Here are a few things going on in your community to add to the ...

AI agent security now has a purpose-built open-source guardrail: Ant Group released SingGuard-NSFA, a free framework that catches prompt injection and credential-theft patterns before AI agents ...

Prefect runs the work and governs how agents reach tools and data through FastMCP. Adding Dagster's declarative model for ...

FastAPI在API开发、微服务、AI部署等场景下表现惊艳，但在大型企业级全栈应用、CPU密集型计算等场景下，Spring Boot依然是更稳妥的选择。 前言 Java开发者也能看懂的Python高性能框架指南 最近这几年，Python在AI和数据处理领域如日中天，很多Java开发者也开始接触Python生态。 在Python的众多Web框架中，FastAPI的崛起速度让人瞠目结舌。 GitHu ...

A new weekend has arrived, and today, you can save on select LEGO sets, the RayNeo Air 4 Pro AR Glasses, Trails in the Sky ...

AI coding agents ported Fields Medalist Terence Tao’s Java 1.0 math visualizations to JavaScript in hours, identified two ...

The LEGO Technic McLaren P1 is a perfect choice for any car fan, and today, you can save $60 off this impressive set at Woot.

a laptop screen with a webpage of the IT Army of Ukraine group of volunteer hackers. The IT Army of Ukraine first set up in the wake of Russia's devastating attack, and has since hugely grown in ...

AI agents such as OpenClaw are turning developer workstations into always-on edge servers. We test whether the Dell Pro Max ...

LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...

There is a saying that common sense isn't very common anymore. That was brought home quite clearly in a story in your paper about a fellow who caught a python in Everglades National Park and was fined ...