hallucination7 min read
Hallucination Mitigation — Techniques to Make LLMs More Truthful
Ground LLM responses in facts using RAG, self-consistency sampling, and faithful feedback loops to reduce hallucinations and build user trust.
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Ground LLM responses in facts using RAG, self-consistency sampling, and faithful feedback loops to reduce hallucinations and build user trust.
Implement citation grounding to force LLMs to cite sources, validate claims against context, and detect hallucinations through automatic faithfulness scoring.