Syllogistic validity preserves truth only if the inference rules themselves are truth-preserving, which cannot be established without circularity (Carroll's 'What the Tortoise Said to Achilles').
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inference rules(As used in the DIRT system by Lin and Pantel)
Rules expressing approximate equivalence between relational phrases, such as 'X finds a solution to Y ≈ X solves Y', derived statistically from text corpora.
truth-preserving(Used as a minimum acceptability criterion for any candidate logic in Beall and Restall's framework)
A core condition a logic must satisfy: if the premises of a valid inference are true, the conclusion must also be true