AI Generalization: Did Your Model Learn the Right Pattern?
TL;DR AI generalization is not demonstrated by reproducing familiar answers on unfamiliar ticket numbers. A useful model should preserve its recommendation when irrelevant details change, reconsider it when relevant evidence changes, and identify uncertainty when evidence is missing. Enterprise evaluation needs to distinguish those behaviors from shortcut learning, data leakage, and agreement with questionable historical … Explore: AI Generalization: Did Your Model Learn the Right…