Benchmarking AI: Toward Inclusive Evaluation of Language Models

Simply measuring a language model’s performance after deployment is not enough. Rigorous and inclusive benchmarking isn’t just a checkbox along the way—it’s the foundation upon which trustworthy, effective, and human-centered artificial intelligence must be built.