Calibration
Agents' Last Exam → ExploitGym
ExploitGym is estimated from Agents' Last Exam with a Michaelis–Menten + offset curve fitted on 6 models measured on both: y = 0.0000 + 2.0000·x / (3.37137 + x), R² = 0.62, cross-validated error 9.5 pp. It is used for 0 estimates.