RECOMMENDATION-SYSTEMS5 MIN READ
Sensitive Signals Review
Use model-card thinking to discuss intended use, feature risk, and sliced evaluation before launch.
Ava A Privacy counsel 01 Purpose 02 Limits 03 Evidence Launch review 30 sec Scenario The recommender uses region and career-stage signals to suggest development content. The review board wants clarity before launch. Predictive features can still be inappropriate if their use or monitoring is unclear. +3.2% offline relevance lift 5 sensitive proxy questions
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