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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，这一点在搜狗输入法2026中也有详细论述
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Любовь Ширижик (Старший редактор отдела «Силовые структуры»)
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从民族复兴的坐标轴上眺望，农业农村现代化关系中国式现代化全局和成色，“三农”是亟待补上的短板弱项，也是需要攻坚的重点难点。
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