这几天，X 上有个刚开源的科研神器火了，一条发布帖就引来了超 390 万次围观。 这个大模型拥有 753B 参数，基于国产开源基座 GLM-5.3 深度后训练而来。刚一上线，就连智谱AI全球生态负责人 Zixuan Li 也第一时间转发祝贺，认可它把 GLM 底座真正推向了前沿科研工作。 它为什么能引爆科研圈？因为它干了一件以前很少有模型系统去做的事：把实验室里平时不发表的电子实验记录、试错过程甚 ...

想让 agent 学会用电脑，最简单直接的办法就是让它在电脑环境中进行交互、训练，可是一方面真电脑环境成本高、很难大规模铺开，而且可能会引入安全风险，比如 OpenAI 最近披露了一起 agent 在线环境中学习却意外地攻击了 huggingface 服务器的事件。

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