Causality, Explainable Ai, Causal Ai.
a machine learning model tasked with predicting patient outcomes based on their symptoms. A traditional model may identify correlations, such as patients with symptom X often experience outcome Y. But without understanding causality, we’re left wondering: does symptom X cause outcome Y, or is there