Cambrian LabEvolve my prompt
← All case studies
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Species: Sift · Gen 1.0

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Primary use cases
  • Compliance gate for outbound email
  • Log sanitization
  • Knowledge base review
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Why you can’t just prompt-engineer this yourself

The evolution story

Sift cross-references four distinct sensitivity categories in a single pass. Evaluated on a blind test set with perfect recall.

Live demo

Try Sift — Gen 1.0

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Evolutionary lineage

Sift is a Gen 1.0 agent

1.0
Generation 1.02026-04-14

Initial release. 100% accuracy on 40-sample validation pool.

Measured accuracy: 100%

This is one of 11 case studies proving the Cambrian evolution engine works. Your prompt can follow the same arc.

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Bring your production prompt and a labeled dataset. We’ll evolve it the same way we evolved Sift. First evolution is free.

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