Towards Feminist Intersectional XAI: From Explainability to Response-Ability

Klumbyte, Goda, Piehl, Hannah, Draude, Claude

arXiv.org Artificial Intelligence 

This paper follows calls for critical approaches to computing and conceptualisations of intersectional, feminist, decolonial HCI and AI design and asks what a feminist intersectional perspective in HCXAI research and design might look like. Sketching out initial research directions and implications for explainable AI design, it suggests that explainability from a feminist perspective would include the fostering of response-ability - the capacity to critically evaluate and respond to AI systems - and would centre marginalised perspectives.

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