DEEP-LEARNING-FUNDAMENTALS5 MIN READ
Talk Risk Before Launch
Use risk framing to discuss model launch controls with a non-ML stakeholder.
Dana D Legal lead 1 Map 2 Measure 3 Manage Safety question 20 sec Launch review Dana asks whether the document classifier is safe enough to route customer documents automatically. A single model score cannot answer a risk-management question. 92% F1 is not the whole answer high-risk classes need review owner for rollback
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