• eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.

A concrete account of what pipeline launch latency costs an AI organization and which design changes removed it, useful if you operate training or evaluation pipelines at scale.

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