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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In 2025, their data also showed a slight increase in labelling fraud, such as olive oil labelled falsely as being extra virgin, or non-organic crops marked as organic.
# The problem with .env files
第二十三条 行政执法监督机构根据工作需要，可以邀请人大代表、政协委员、行业代表、专家学者、新闻工作者等参加行政执法监督活动。