Adversarial Psychometrics: Scaling AI Evaluation Past Human Limits
The paper introduces an adversarial psychometric rating system where AI models generate public challenges to evaluate peers, bypassing human‑limited benchmarks. This relative‑measurement framework promises scalable, verifiable assessment of superhuman AI capabilities, setting a new standard for tracking progress beyond the human frontier.