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A model's error rate differs substantially across relevant user groups despite acceptable overall accuracy. Which approach best fits?
Published
- Measure subgroup performance and investigate representativeness and bias.
- Apply data minimization, approved processing, and least-privilege access.
- Establish monitoring, evaluation ownership, and controlled update procedures.
- Use Google's Secure AI Framework as guidance alongside concrete controls.
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