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could convert cash into a subway token, the first ATMs were machines that
在大厂的围剿之下，昔日“AI六小龙”早已奔向各自的细分赛道，“能力”成为了AI竞争中最具价值的属性，月之暗面也需要更明确自己能为用户做什么，而不仅仅只是聊天工具。
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瑞士再保险公司的研究表明保险公司近些年面临成本提升过快的难题，诉讼周期更长、律师费与专家费更高。而AI黑盒的广泛引用进一步放大了这一点，抬高了非标争议、算法审计、取证复杂度与专家证人的费用。于是每一次理赔都可能是一场关于边界与准则的司法辩论，保险公司的要先付出多少不可逆的辩护与审计成本。
I then added a few more personal preferences and suggested tools from my previous failures working with agents in Python: use uv and .venv instead of the base Python installation, use polars instead of pandas for data manipulation, only store secrets/API keys/passwords in .env while ensuring .env is in .gitignore, etc. Most of these constraints don’t tell the agent what to do, but how to do it. In general, adding a rule to my AGENTS.md whenever I encounter a fundamental behavior I don’t like has been very effective. For example, agents love using unnecessary emoji which I hate, so I added a rule:。业内人士推荐搜狗输入法下载作为进阶阅读