Small chunks (1KB × 5000)
I used z3 theorem prover to assess LLM output, which is a pretty decent SAT solver. I considered the LLM output successful if it determines the formula is SAT or UNSAT correctly, and for SAT case it needs to provide a valid assignment. Testing the assignment is easy, given an assignment you can add a single variable clause to the formula. If the resulting formula is still SAT, that means the assignment is valid otherwise it means that the assignment contradicts with the formula, and it is invalid.
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compiler will now catch a lot of the simple cases for you and allow
“心无百姓莫为‘官’”“不求‘官’有多大，但求无愧于民”“党中央制定的政策好不好，要看乡亲们是哭还是笑”……人民至上，始终是习近平总书记为政实践中最鲜明的底色。
We explored standard advanced algorithms like Contraction Hierarchies (CH), known for their speed. But they presented their own set of deal-breakers for OsmAnd: