RAIBR04-BP02 Weigh trade-offs across competing use case objectives
Evaluate and balance trade-offs between benefits and risks. If not already available from your organization, develop explicit trade-off criteria (like tenets) that reflect organizational policies and stakeholder needs.
Level of risk exposed if this best practice is not established: Medium
Implementation considerations
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Review objectives, benefits, and risks across relevant responsible AI dimensions and stakeholders to identify potential conflicts.
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Analyze conflicts between different to prioritize their importance. For example, a diagnostic health care use case might trade off overall accuracy against full coverage of disease types, or a financial fraud detection use case might trade off a higher false positive rate against a faster response time.
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