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Achieving 100% success in certifying equational implications without relying on language models showcases a breakthrough in automated theorem proving efficiency.
LLMs exhibit a surprising mechanism-level routing ceiling, with accuracy jumping by over 10% when provided with specific cues, revealing critical misrouting issues in proof-mechanism classification.