Open Discovery Challenge: How to Build a Verifiable Judge for AI-Designed Malaria Drugs

An engineering analysis of the Open Discovery Challenge: six-axis malaria drug scoring, positive and negative controls, uncertainty calibration, and 14 pre-launch defects.