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Chapter 03

Chapter 3 — Reasoning & Reliability

The knobs that make the answer trustworthy — chain-of-thought, self-review, grounding, reading refusals and hallucinations, and telling the model what NOT to do.

In this chapter

Sections in this chapter

  1. I Section

    3.1 Chain-of-thought and "think step by step"

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  2. II Section

    3.2 Self-review and self-critique

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  3. III Section

    3.3 Grounding with sources: quote before you answer

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  4. IV Section

    3.4 Refusals, hedges, and hallucinations

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  5. V Section

    3.5 Constraints: telling the model what NOT to do

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