LivingArena: Do LLMs Know What Other LLMs Don't? Peer-Probing as Scalable Evaluation

Xingyu Chen, Rui Wang, Zhaopeng Tu +1

Fixed benchmarks are costly to renew and cannot adapt their questions to model-specific failures. We ask whether LLMs can instead discover one another's weaknesses and turn those o…