Sri Vaishnavi Akkaraju

Human Evaluation as Distributed Risk Sensing: Detection Strengths and Structural Blind Spots in AI Oversight

This paper examines human evaluation of large language models as a form of distributed risk sensing rather than comprehensive assurance. It argues that large-scale human review has an uneven detection profile: reviewers are generally effective at identifying visible, repeated, an...