Discussion
in
Workshop: World Models for High-Stakes Health: Reliable Clinical Trial Simulation and Intervention-Aware Reasoning Sun, Dec 13, 2026 • 5:55 AM – 6:20 AM AEDT

Structured Discussion: What Counts as Validation for a Patient World Model?

Emma Slade

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Abstract

Moderated by Emma Slade, Senior Director of AI/ML, GSK. Discussion of historical trial emulation, synthetic controls, uncertainty, causal validity, generalisation, and clinical utility.

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