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What causes LLM hallucinations? How do you detect and prevent them?

ML Concept: 5-7 minutes to answer

llm-engineeringhallucinationmust-knowcategory:ai_llm_tools
Updated Jan 18, 2026

Question

Question

What causes LLM hallucinations? How do you detect and prevent them?

Expected time to answer: 5-7 minutes

Difficulty: intermediate

Why This Is Asked: Tests understanding of LLM limitations and production safety measures

Tags: llm-engineering hallucination must-know


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