AI-PRODUCT-STRATEGY5 MIN READ
Ask for evidence before upgrading the model
Use model-card thinking to require intended use, performance evidence, and limitations before model upgrade decisions.
Ishan I ML Lead 1 Respect 2 Evidence 3 Decision The upgrade ask 20 sec Model decision Ishan wants to upgrade to a larger model after a benchmark win, but product evidence is not segmented by the support workflows that matter. The danger is approving cost and latency changes because "better" sounds universal. +42% estimated inference cost ? refund-dispute accuracy
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