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Home / Resources / Let the Cheap Model Look

Research infographic · Free PDF

How a small model with repository access beat a frontier model at false-positive screening

Nullify replaced a one-shot frontier-model screen with a small open-weight agent that can read, grep and glob the repository before it decides.

This 10-page infographic walks through the design, the safety contract and the first nine days of production data across six tenants.

Free PDF · 10 pages
For product security teams
Instant download

First page of Let the Cheap Model Look, a Nullify research infographic on false-positive screening

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