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The Veracity Engine defines survived claims as accurate source facts present in the model output, lost claims as relevant source facts omitted from the response, and distortions as facts altered or misrepresented in the generated text.

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Source Facts Fact A "Founded 2010" Fact B "100k Users" Fact C "$10 / month" AI Model Response Generation Veracity Check SURVIVED Accurate in text LOST Omitted from text DISTORTED Altered / Misstated
  1. 1 Calculate fidelity score formula (recommended)
  2. 2 URL-context extraction mechanics
  3. 3 Veracity assessment prompts and schemas

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