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Chapter 17 · Domain-Specific and Regulated-Industry Agents
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CHAPTER 17 · Domain-Specific and Regulated-Industry Agents · 8 / 10

Evaluation with domain rigor

The evaluation discipline (Chapter 15) needs domain-specific teeth:

  • Citation-accuracy checks: verify cited quotes exist at cited locations; flag any that don't.
  • Domain-expert review in the loop for quality, especially for high-stakes outputs, because automated graders can't fully judge professional correctness.
  • Regression sets drawn from real cases, including the subtle errors that matter in the domain (a wrong cross-reference, a misread clause, a missed exception).
  • Track grounding/faithfulness as a primary metric, not an afterthought.
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