World Models for High-Stakes Health: Reliable Clinical Trial Simulation and Intervention-Aware Reasoning

This workshop explores patient world models for clinical research. Generative modelling, causal inference and uncertainty analysis are brought together around longitudinal records, trial protocols and interventions, with emphasis on whether simulated trajectories can provide credible evidence for clinical-development decisions. Session: 08:00–17:00 (America/New_York). A paid NeurIPS virtual pass includes workshop livestreams; on-site access follows the host-location registration rules.