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Glossary · Model mechanics

Inference

Checked 2026-09-06
Also said as running a modelmodel hostinghosted inference
Inference is the act of running a trained AI model — every time you send a prompt, something somewhere is doing the inference.
Why it matters to your business

Somebody pays for that compute: cloud tools bake it into the subscription, and self-hosted tools move it onto your own hardware — which is exactly the trade in this directory.

The catch · what vendors don't say

Even 'free forever' local tools sell hosted inference as an upgrade — the machine has to run somewhere, and running it is the cost.

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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