Evals Are the New Engineering Artifacts
·1 min
Traditional software relies on explicit specifications. AI systems increasingly require a different contract: the ability to measure whether behavior is good.
Evaluation becomes a core engineering artifact.
It defines what success means, creates feedback loops, and allows intelligent systems to improve.