NixOS was an excellent replacement for a while, but I ran into several problems without having the necessary skills to solve them. I migrated to Fedora Silverblue, another immutable distribution in which I have more confidence. I found the comfort of a classic Linux installation while benefiting from the advantages of an immutable system.
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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