Nora Petrova

AI researcher at Prolific working on including human perspectives in AI development and evaluation, involved in the HUMAINE framework and methodology (TrueSkill-based) for model leaderboards.

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Dec 20, 2025 • 16min

Are AI Benchmarks Telling The Full Story? [SPONSORED] (Andrew Gordon and Nora Petrova - Prolific)

Join Andrew Gordon, a behavioral science researcher at Prolific, and AI expert Nora Petrova as they delve into the flaws of current AI benchmarking. They challenge the notion that high scores mean better models, using a Formula 1 car as an analogy. The discussion touches on critical issues like AI safety, especially in sensitive contexts like mental health, and critiques the biases in popular ranking systems. Discover how Prolific's innovative HUMAINE framework and TrueSkill methodology aim to create a more human-centered evaluation of AI.

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