「我們能不能最終達成共識：這根本不是我們通常理解的『腐敗』或者無能？這是一系列更深層的關於不忠誠的指控。」前美國中情局中國分析師、現任喬治城大學高級研究員韋德寧（Dennis Wilder）表示，在摧毀了何衛東的派系之後，張又俠在軍中變得權勢滔天。在中國歷史上，強勢的軍事領導人往往有違抗文職領導人的傳統（想想廬山會議上的彭德懷，或是林彪）。習近平想要開啟他的第四個任期，他不允許任何東西擋他的路。
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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