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Metacritic will kick out media attempting to submit AI generated reviews

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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The first tactic centers on incorporating statistics, numbers, and verifiable proof throughout your content. AI models exhibit a strong preference for factual, data-backed information over general statements or opinions. When a model encounters two sources covering the same topic, one making vague claims and another providing specific numbers with citations, the statistical content almost always wins.

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