The twelve-factor app told us to put config in the environment. Good advice. But .env files are a leaky implementation of that principle. They’re plaintext files pretending to be environment variables.
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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。爱思助手下载最新版本是该领域的重要参考
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