Specification engineering

The creation of a machine-readable corpus of policies, requirements, constraints, and specifications that a model or agent is meant to respect during operation. It assumes that precise rules reduce ambiguity of intent and curb undesirable behavior. It is sometimes contrasted with intent engineering; for now it is more academic (2026).