Proposal(s) title:
- Contribution to “Concepts, measures and requirements for managing bias in AI systems”
Proposal(s) topic:
Artificial Intelligence
Impact on SMEs:
Impact on SMEs (7th Open Call)
My contribution provides SMEs with an illustrative example and accompanying requirements to detect and mitigate bias in AI systems using tabular data. This contribution will assist AI providers and deployers with the detection and mitigation of unwanted bias and thereby assist them in complying with the EU AI Act and protecting fundamental rights.
Impact on society:
Impact on society (7th Open Call)
My contribution addresses a current lack of detail regarding the detection and mitigation of unwanted bias accruing due to (high-risk) AI systems. As such, my contribution helps AI providers and deployers evaluate situations where bias may be a concern as well as help comply with the EU AI Act (Article 10) and protect fundamental rights.
Value of Research
With the support of this fellowship, I tackle specific bias detection and mitigation requirements with accompanying illustrative example within CEN/CLC/JTC21 WG3 "Concepts, measures and requirements for managing bias in AI systems" standard that are aligned/harmonised with relevant EU AI Act legislation.
Standards Development Organisation:
