The metanym game lets LLMs generate and judge novel analogies with no fixed test set, and a single SVD of their mutual ratings yields factual-competence scores that correlate r=0.92 with GPQA Diamond.
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The Metanym Game: A Self-Contained, Self-Consistent LLM Peer-Community Benchmark for Structural Intelligence
The metanym game lets LLMs generate and judge novel analogies with no fixed test set, and a single SVD of their mutual ratings yields factual-competence scores that correlate r=0.92 with GPQA Diamond.