A system property where the same input always produces the same output. Traditional software is deterministic by design. AI systems can in theory be configured for deterministic behavior, though hardware and infrastructure variations may still introduce variability. Deterministic operation supports reproducibility, testing, audit, and regulatory compliance, but may reduce output quality or diversity compared to default settings.
See: Non-deterministic; Reproducibility; Sampling; Temperature