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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.。关于这个话题,WPS官方版本下载提供了深入分析
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当 Meta 宁愿花费天价也要扶持出第二、第三个供应商时,意味着 AI 算力市场从英伟达“一家独大”向“多强争霸”的历史性拐点,已经真正到来。
"An Administrative Law Judge found that Tesla broke state law by misleading consumers with the term ‘autopilot.’ Tesla agreed to stop this practice, and now they’re challenging it anyway. DMV is committed to protecting the traveling public and will defend the Administrative Law Judge’s findings and decision in court," a DMV representative said in a statement to CNBC.。同城约会对此有专业解读
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