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Towards Feminist Intersectional XAI: From Explainability to Response-Ability (2305.03375v1)
Published 5 May 2023 in cs.HC and cs.AI
Abstract: 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.