AI evaluation and guardrailsCHAPTER 18
OPTIONAL SPECIALIZATION / AI evaluation and guardrails
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CHAPTER 18GUIDED READING

AI evaluation and guardrails

Evaluate AI features, protect permissions, and enforce task budgets.

Keep AI suggestions useful, authorized and bounded

A document assistant must answer from documents the caller may read. A support agent may propose an action without being allowed to approve it. An extraction pipeline may need human review instead of repeatedly retrying malformed data.

Use the evaluation primer and local fixture first. The workbench then supplies four complete reference workflows and separate AWS adapters. A deterministic fixture proves state transitions, not real-model quality. Evaluate actual model behavior separately when you connect a provider.

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Parts group related chapters. Each lesson has a chapter.lesson address, such as 4.07. Open a title below, or use Next to follow the reading sequence. Within a lesson, On this page lists its sections.

  1. 18.01
  2. 18.02
  3. 18.03
  4. 18.04
  5. 18.05
  6. 18.06
  7. 18.07
  8. 18.08
  9. 18.09
  10. 18.10
  11. 18.11
  12. 18.12
  13. 18.13

    Stage 4: Add optional AI tag suggestions

    Projects and practical assessment