Answer 1

Artificial Intelligence (AI) is useful. AI can deliver more functionality for reduced cost. AI should be used more widely but won't be unless developers can trust adaptive, nondeterministic, or complex AI systems.Verification and validation is one method used by software analysts to gain that trust. AI systems have features that make them hard to check using conventional V&V methods.

it includes

training validation
test validation
cross validation etc