Clémentine Fourrier

Clémentine Fourrier, lead maintainer of Hugging Face’s OpenLLM Leaderboard, shares her journey from geology to AI. She discusses the urgent need for standardized benchmarks in model evaluations as traditional metrics become outdated. Clémentine tackles the challenges of creating fair, community-driven assessments while addressing biases and resource limitations. She also highlights innovations like long-context reasoning benchmarks and predicts future advancements in LLM capabilities, emphasizing the importance of calibration for user trust.