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Glossary · Model mechanics

Prompt injection

Checked 2026-09-18
Also said as injection attackhidden instructions
Prompt injection is trick wording — often hidden in material the AI reads — that makes it ignore its instructions and do what the attacker wants instead.
Why it matters to your business

It matters most when the AI can act rather than just talk: a tricked chatbot gives bad advice, while a tricked agent sends the email, books the appointment, or moves the money.

The catch · what vendors don't say

No vendor has fully solved it, and 2026 research found that text watermarking can quietly change how models respond under injection — the safety you tested is not always the safety you get.

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.

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"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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