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Tag: avoid hallucinations

Prompt Hygiene for Factual Tasks: How to Stop LLMs from Making Mistakes
Prompt Hygiene for Factual Tasks: How to Stop LLMs from Making Mistakes

Tamara Weed, Feb, 21 2026

Prompt hygiene stops LLMs from making dangerous mistakes by using clear, structured instructions. Learn how precise prompts cut hallucinations by over half and prevent security risks in clinical, legal, and financial tasks.

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prompt hygiene LLM instructions factual accuracy avoid hallucinations prompt engineering

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