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.
“这些其实都不是新话题,但都需要持续跟进、不断创新。水产养殖不能只算产量账,更要算生态账、安全账。”陈阳说,“怎么让行业在增产的同时不透支水域承载力?怎么从投入品源头把住安全质量关?这些既是技术问题,也关系到政策,需要提出更有针对性的建议。”
,这一点在同城约会中也有详细论述
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