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I wanted to test this claim with SAT problems. Why SAT? Because solving SAT problems require applying very few rules consistently. The principle stays the same even if you have millions of variables or just a couple. So if you know how to reason properly any SAT instances is solvable given enough time. Also, it's easy to generate completely random SAT problems that make it less likely for LLM to solve the problem based on pure pattern recognition. Therefore, I think it is a good problem type to test whether LLMs can generalize basic rules beyond their training data.

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此富豪也做过许多慈善之事,某亦略知。其所有慈善之举,固然值得称赞。但是,只不过人人易见、显在一般慈善而已。用曾国藩的话说:“惟此等乃乡里好善者所为,非为政之大体。”

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