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Applied AI·August 17, 2026·1 min read

The AI maths breakthroughs everyone quotes are counterexamples, not proofs

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The critique that LLM “math breakthroughs” are mostly counterexamples, not proofs, underlines how brittle model performance can be once you move beyond pattern-matching. For any workflow that depends on formal correctness — finance, safety, verification — assume human or symbolic checkers remain non-negotiable.