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

Xingyu Chen, Rui Wang, Zhaopeng Tu +1

Evaluating frontier LLMs is challenging: static benchmarks suffer from contamination and saturation -- leaving users unable to distinguish top models and developers blind to specif…