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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.,详情可参考Line官方版本下载

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Both phones share a lot of core DNA, including compact designs, high-refresh AMOLED displays and similar camera hardware. The S26 does introduce a handful of meaningful updates, however, including a slightly larger battery and newer software out of the box. Those changes also come with a higher starting price: the Galaxy S26 begins at $899.99 compared to the S25’s $799.99 launch price. The entry model now includes 256GB of storage instead of the S25’s base 128GB. Here's how the Galaxy S26 compares with last year’s Galaxy S25 on paper and whether the newer model is worth your attention.

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但从《仙剑奇侠传》时代就开始玩单机游戏、经历了太多起落的她,最终还是选择平静地接纳这些声音。每一款游戏面世,都难免经历争议的洗礼;重要的是,她知道自己做的是什么,也知道那些真正走进桃源村的玩家,会在那里看见什么。