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Reduce Hallucinations in LLM Answers

EasyGenerative AI & LLMs00:00
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Your question is Reduce Hallucinations in LLM Answers. Take a moment with it on the right.

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Problem

Scenario

You're building an LLM-powered feature and notice that the model sometimes gives confident but incorrect answers. You need a practical plan to reduce hallucinations before launch.

Question

What is hallucination in the context of LLMs, and what are 3 concrete techniques you would use to reduce it?

What This Tests

  • Understanding of hallucination as a failure mode
  • Prompt engineering for abstention and grounded answers
  • Use of RAG as a factuality tool
  • Evaluation of faithfulness and bad-answer rate