AA-Omniscience Accuracy vs. Hallucination Rate: Why Your Dashboard is Lying to You

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I’ve spent twelve years building QA programs for enterprise knowledge systems. If there is one thing I’ve learned, it’s that stakeholders love a single number, and engineers love to hate the benchmark that produces it