Evaluating Human-AI Safety: A Framework for Measuring Harmful Capability Uplift

Michelle Vaccaro, Jaeyoon Song, Abdullah Almaatouq +1

Current frontier AI safety evaluations emphasize static benchmarks, third-party annotations, and red-teaming. In this position paper, we argue that AI safety research should focus…