2024年12月23日 星期一 新京报
然而，沒有任何公開可取得的證據支持如此龐大的數字。白宮網站（最後更新於今年2月）旨在追蹤「美國製造業、科技與基礎設施的新投資」。該網站顯示，自特朗普重返白宮以來，投資總額為9.6兆美元。其中列出的最大單一投資是阿聯酋（UAE）在製造業與產業的1.4兆美元投資。
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為何專家質疑YouGov的數據？
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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