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.
广东省委常委会召开会议,套开省委党的建设工作领导小组会议,要求坚持学思用贯通、知信行统一,把学习习近平总书记关于树立和践行正确政绩观的重要论述,同深入学习党的二十届四中全会精神、学习“十五五”规划建议结合起来,同加强调查研究、做好本地区本部门工作结合起来,坚持原原本本学,突出分层分类学,紧扣具体实践学。
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