Runtime Fairness & Drift Correction
This technology development focuses on fairness as AI behavior changes over time. It addresses organizations seeking continuing attention to how their AI services treat people throughout use and development.
Discuss this technology
Runtime Fairness & Drift Correction / PUBLIC BENEFITS
Attention to changing behavior
Responsible improvement
Keep fairness relevant as an AI service changes.
WHAT THIS MEANSDesigned around
Designed around
the people it serves.
Continuing confidence
Addresses the need to keep fairness in view throughout the life of an AI service.
Attention to changing behavior
Focuses on the practical concern that changes in AI behavior may affect how people experience a service.
Responsible improvement
Gives partners a way to discuss fairness needs alongside their plans to maintain or improve an AI application.
APPLICATIONSWhere it could
Where it could
make a difference.
- AI services and competition experiences where changing behavior creates an ongoing fairness concern.
Fairness goals, the intended period of use and project-specific validation need to be agreed for the relevant service.
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