Hallucination Detection

Detect when LLMs make things up. Master citation grounding, NLI verification, self-consistency checks, and SelfCheckGPT for production hallucination detection.

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6
Lessons
💻
Code Examples
✅
Production-Ready
100%
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Lessons in This Skill

Work through these 6 lessons in order, or jump to whichever topic you need most.

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Types of Hallucination

Intermediate
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Citation-Based Grounding

Intermediate
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NLI-Based Fact Verification

Advanced
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SelfCheckGPT

Advanced
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Uncertainty Signals

Advanced
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Hallucination Eval Sets

Intermediate