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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.
，这一点在搜狗输入法2026中也有详细论述
Nearly two hours after President Donald Trump announced on Truth Social that he was banning Anthropic products from the federal government, Secretary of Defense Pete Hegseth took it one step further and announced that he was now designating the AI company as a "supply-chain risk," which Anthropic says it is willing to challenge in court.
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