Tag: AI reliability

How to Teach LLMs to Say 'I Don't Know': Reducing Hallucinations with Uncertainty Prompts

How to Teach LLMs to Say 'I Don't Know': Reducing Hallucinations with Uncertainty Prompts

Learn how to teach LLMs to say 'I don't know' using US-Tuning and uncertainty prompts. Discover practical methods to reduce hallucinations and improve AI reliability.

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Error Messages and Feedback Prompts That Help LLMs Self-Correct

Error Messages and Feedback Prompts That Help LLMs Self-Correct

Learn how to use error messages and feedback prompts to enable LLM self-correction. Discover proven techniques to reduce errors by 45% and improve AI reliability in production.

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Why Large Language Models Hallucinate: Probabilistic Text Generation in Practice

Why Large Language Models Hallucinate: Probabilistic Text Generation in Practice

Large language models hallucinate because they predict text based on patterns, not facts. This article explains why probabilistic generation leads to convincing lies - and how businesses are fixing it.

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