Causality, Explainable Ai, Causal Ai.
learning techniques can then be applied to refine the model parameters. Causal Testing and Validation: Test the AI system, looking not just at prediction accuracy but also causal validity. Does the system’s understanding of cause-effect match empirical evidence? If not, the model needs refining,