Unsolved problem
Every hospital system purchasing AI is buying correlation. No deployed system can reason causally about counterfactual clinical questions. This is the most important limitation of clinical AI.
Vitacore angle
Theoretical architecture for a causal physiological digital twin grounded in structural causal models and control theory. Patient as dynamical system, intervention as control input, sensors as observer.