Battlecard: Why Not Standardize on the Smartest Model?
Respond clearly when someone argues that the strongest model should be the default for every workflow.
A stakeholder argues that the smartest available model should be the default across the company because it seems safest and easiest to explain. “Why would we ever choose anything except the smartest model if accuracy matters?” “Because accuracy matters relative to the task, not in the abstract. Some workflows are structured, reviewable, and high volume, so the extra capability does not buy enough value to justify premium spend. We should standardize on when to escalate, not on paying the premium lane for every job.” This answer validates the concern for quality while reconnecting the decision to task-model fit and capability-cost…
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