ML Pipelines vs AI Pipelines: Why Decision Systems Are Different

Traditional ML pipelines move data. AI pipelines move decisions. ML Pipelines Extract → Transform → Train → Predict Linear. Stateless. Deterministic. AI Pipelines Observe → Decide → Act → Learn Cyclic. Stateful. Adaptive. What AI Pipelines Requi...