Writing Product Specs When the Output Is Probabilistic

Traditional product specs are built on certainty. When the user clicks this button, this thing happens. Every time, the same way, deterministically. The PM defines the behavior, engineering implements it, QA verifies it. Clean. AI features break this model. The output isn’t deterministic — it’s probabilistic. The same input might produce different outputs. And the […]