AI hallucination

An AI hallucination is a confident but false statement produced by a language model — an answer that sounds plausible but isn’t grounded in any real source, such as an invented price, policy, or fact.

How it works

Language models generate text by predicting what’s likely to come next, not by looking anything up. Left to answer from memory alone, they can fill gaps with fabrications that read as fluent and certain.

The most reliable defense is grounding: force the model to answer only from retrieved, trusted content, and have it decline when the answer isn’t there — rather than letting it improvise.

How SiteMind uses it

SiteMind is designed to avoid hallucination by construction. It answers only from your content, and when a relevant passage isn’t found it returns a fixed “I couldn’t find that information on the website” reply — with no model call at all, so there’s nothing to invent.

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