公安机关不得因违反治安管理行为人的陈述、申辩而加重其处罚。
Артемий Лебедев раскрыл итоги судов с бывшей женойАртемий Лебедев с бывшей женой пришли к мировому соглашению в итоге судов
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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.
（四）吊销公安机关发放的许可证件。
黎智英被判囚5年9個月、罰款200萬港元，被頒令取消擔任公司管理層等資格8年；黃偉強則被判囚21個月。兩人就定罪提上訴，黎另就判刑提上訴。