The Requirements Gap: How to Write Specs for AI Features When 'Correct' Is a Distribution
Standard user stories and acceptance criteria break for probabilistic AI outputs. A two-tier behavioral spec format — separating hard policy constraints from negotiable quality thresholds — and why teams that define this upfront compress iteration cycles by 3–5×.
ai-engineering
product
evaluation
specifications
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