entity · derived
Generalization
Derived node: assembled mechanically from the claims carrying generalization. A roster, not an adjudicated definition.
Every claim under this term
- 4855607-004 : Deep learning models adapt to changes in data distribution far less readily than human learning does, which limits their reliability once the operating environment diverges from the training data.
- 5541658-002 : Early legal expert systems failed because they were brittle: they could not handle unforeseen complexity and could not generalize beyond the domains they were explicitly programmed for.