Glossary · Term

propose-and-amplify

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Definition

A pattern where one expensive model proposes a few high-quality examples and a cheaper model uses them as templates to generate many more.

A data-generation technique in which a strong agentic model produces a small set of high-quality seed tasks or trajectories, then a cheaper model uses them as in-context exemplars to generate many more examples at scale.

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