Beyond GenAI: Clinical AI Modality Map

2026-02-18

GenAI handles language surfaces well, but many clinical bottlenecks are probabilistic, temporal, or visual.

Teams need a modality map: NLP for text intent, CV for imaging, Bayesian layers for uncertainty, optimization for resource decisions.

Advanced AI strategy is therefore architecture composition, not model worship.

“The best model is usually a system.”