Lesson 3
30 min

Grounding Techniques and Prompt-Level Fixes

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Quick Summary

Beyond RAG, you can directly instruct models to acknowledge uncertainty, cite supplied sources, refuse when evidence is missing, and self-check at temperature zero. These prompt-level controls compound with retrieval to push error rates down.

What you will learn
  • ·Apply practical techniques to reduce hallucinations in prompts
  • ·Understand the role of temperature, confidence requests, and self-consistency
  • ·Design verification workflows for high-stakes AI outputs