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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 ...
For years, the enterprise AI landscape has been defined by the "black box" model: static, opaque, and fundamentally rigid. Developers have long hit a wall with these generalist systems—they are either ...
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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 ...
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还在写prompt? AI编程进入loop新阶段
本文来自微信公众号： 智讯智库 ，作者：施展 Loop又是什么新概念？ 从ReAct到Loop： 一个概念的四次演化 6月2日，Claude Code创作者Boris Cherny在公开活动中说，他已经不再亲自提示Claude，而是让Loop去提示Claude，判断下一步做什么。[1] 6月7日，OpenClaw创作者Peter Steinberger在X上发帖：“你不应该再提示编码Agent，而 ...
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