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Glossary · Privacy & data

Hallucination

Checked 2026-09-06
Also said as AI making things upmade-up answersconfident wrong answers
A hallucination is when AI makes something up and states it with total confidence — a fake statistic, a wrong price, a court case that doesn't exist.
Why it matters to your business

Measured rates run from about 9% when the AI summarizes a document you hand it to 47% on facts from memory — a coin flip between a right answer and a confident invention.

The catch · what vendors don't say

A hallucinated answer reads exactly like a correct one — tone gives you no signal, which is why anything checkable gets checked before it reaches a customer.

I'm David. I build AI that keeps your data yours.

David Nowak

Twenty years building software for businesses like yours — cloud tools when they fit, your own machines when the data demands it. Four ways to work together: a session, a scoped project, a standing second opinion, or just an email.

Work with David

"Most companies are selling you fear and complexity. He cuts through the bullshit and just fixes things. That's what partnership looks like."
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