导读｜RSI（递归自我改进）不应只发生在模型参数层：类比人类大脑的不是 LLM，而是整个 Agent。EverMind 开源的 Raven V0.2.0 为此提供了两个核心设计：为 RSI 而设计的 Harness 框架，以及统一编排专业 Agent ...

克雷西 发自 凹非寺 量子位 | 公众号 QbitAI 大模型训练拼的是算力，Agent训练拼的是环境。 环境怎么造？梁文锋署名的DeepSeek最新论文，把技术细节公开了。 DeepSeek做的这个系统叫DSec（DeepSeek Elastic Compute），干的事情就是给Agent训练批量制造沙盒。

深夜改Bug时编译速度决定咖啡续命节奏，本地跑通模型要等三分钟还是三十秒？程序员的台式机不是摆设，而是每行代码落地前最沉默却最可靠的战友。它得扛住IntelliJ频繁索引、撑得住Docker多容器并行、稳得住WSL2与Linux子系统双开，还要在长时间编译中不降频 ...

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When reading programming articles or descriptions of development tools, you will come across terms like the following.

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On 26 September 2026, Singapore's Minister for Foreign Affairs, Dr Vivian Balakrishnan, delivered Singapore's national ...

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A critical arbitrary code execution vulnerability in Unsloth Studio allowed malicious Hugging Face model repositories to run ...