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An AI agent system that reasons about a drug program end to end: probability-of-success anchored to real trial outcomes (PubMedBERT + LightGBM on HINT), phase-gated rNPV, and an 8-pillar clinical/regulatory scorecard — forming a falsifiable, cited view. FastAPI + Next.js, three runtime agents.