AI/ML (Artificial Intelligence / Machine Learning)

Software components whose behavior is learned from data (machine learning) or that otherwise exhibit adaptive, non-deterministic behavior, rather than following fixed, hand-written logic.

AI/ML components can change behavior through model updates, retraining, or shifting input data — without any code deployment — which is why they need their own change-control thinking.