Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents

Dhaval C. Patel, Kaoutar El Maghraoui, Shuxin Lin +58

Agent benchmarks are growing fast, but no single benchmark touches more than four or five of the dimensions that deployment exposes. This paper aggregates the largest coordinated d…