Grounded AI evaluation scorecard

Freeze the candidate, questions, expected answers and scoring rules before running a comparison. Use the same model settings where the product permits.

Report serious failures as well as totals. Separate retrieval, compactness, attribution, faithfulness, domain correctness, safety and operational behaviour. Do not claim that results generalise beyond the frozen bundle, questions, model, prompt, date and access conditions actually tested.