中国2025社会热点大事记

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A 2024 study found one in three people in the Netherlands think that mothers with very young children (aged three or younger) should work not more than one day a week, and nearly 80% think that three days a week is the maximum.

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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.

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As well as more intense rainfall we are also seeing more rainfall clustered together, explained Prof Lizzie Kendon, head of climate projections at the Met Office.

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