第一百三十六条 违反治安管理的记录应当予以封存，不得向任何单位和个人提供或者公开，但有关国家机关为办案需要或者有关单位根据国家规定进行查询的除外。依法进行查询的单位，应当对被封存的违法记录的情况予以保密。
前两款规定以外的案情复杂或者具有重大社会影响的案件，违反治安管理行为人要求听证，公安机关认为必要的，应当及时依法举行听证。
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Even though my dataset is very small, I think it's sufficient to conclude that LLMs can't consistently reason. Also their reasoning performance gets worse as the SAT instance grows, which may be due to the context window becoming too large as the model reasoning progresses, and it gets harder to remember original clauses at the top of the context. A friend of mine made an observation that how complex SAT instances are similar to working with many rules in large codebases. As we add more rules, it gets more and more likely for LLMs to forget some of them, which can be insidious. Of course that doesn't mean LLMs are useless. They can be definitely useful without being able to reason, but due to lack of reasoning, we can't just write down the rules and expect that LLMs will always follow them. For critical requirements there needs to be some other process in place to ensure that these are met.。WPS官方版本下载是该领域的重要参考
既然 Claude 已经能代替人类干这么多活了，为什么软件公司的股票反而涨了？要理解这次反弹，得先还原过去几个月那轮恐慌是怎么来的。