Verified Query Regression — Human Role
AI-assisted
Semantic Model Owner Retrieve Relevant Verified Example — retrieves trusted logic for the known analytical question. Semantic Model Owner Compare Generated Query to Verified Logic — compares the generated formulation to trusted logic. Semantic Model Owner Assess Analytical Regression — determines whether the divergence represents a regression.