How to reduce hallucinations in a business AI assistant (and why "never make things up" in the prompt is not enough)

Описание и применение

<p><em>Adapted from an article originally published in French on <a href="https://www.closiqode.com/hallucinations-assistant-ia/" rel="noopener noreferrer">closiqode.com</a>.</em></p> <p>You cannot remove every hallucination from a generative AI assistant. What you can do is make them rarer, and make sure an unverified answer never triggers a consequence that matters.</p> <p>In practice, that means combining six things: a narrow scope, validated sources, an explicit refusal, hard tests, citations and human control.</p> <p>The French data protection authority (CNIL) puts it simply: generative m

Задача

<p><em>Adapted from an article originally published in French on <a href="https://www.closiqode.com/hallucinations-assistant-ia/" rel="noopener noreferrer">closiqode.com</a>.</em></p> <p>You cannot remove every hallucination from a generative AI assistant. What you can do is make them rarer, and make sure an unverified answer never triggers a consequence that matters.</p> <p>In practice, that means combining six things: a narrow scope, validated sources, an explicit refusal, hard tests, citations and human control.</p> <p>The French data protection authority (CNIL) puts it simply: generative m

Результат

<p><em>Adapted from an article originally published in French on <a href="https://www.closiqode.com/hallucinations-assistant-ia/" rel="noopener noreferrer">closiqode.com</a>.</em></p> <p>You cannot remove every hallucination from a generative AI assistant. What you can do is make them rarer, and make sure an unverified answer never triggers a consequence that matters.</p> <p>In practice, that means combining six things: a narrow scope, validated sources, an explicit refusal, hard tests, citations and human control.</p> <p>The French data protection authority (CNIL) puts it simply: generative m

Доказательства

How to reduce hallucinations in a business AI assistant (and why "never make things up" in the prompt is not enough)

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