explainability Archives - engines of difference

10. June 202410. June 2024
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Messy Concepts: How to Navigate the Field of XAI?

Methodologies

Diagram with circles and arrows illustrating relations between different XAI concepts.

Entering the field of explainable artificial intelligence (XAI) entails encountering different terms that the field is based on. Numerous concepts are mentioned in articles, talks and conferences and it is crucial for researchers to familiarize themselves with them. To mention some, there’s explainability, interpretability, understandability, […]

27. September 202327. September 2023
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Feminist XAI: From centering “the human” to centering marginalized communities

Research Pieces

Complex diagram with black dots, squares, connecting black lines and red lines connecting some of the dots

Explainable artificial intelligence (XAI) as a design perspective towards explainable AI can benefit from feminist perspectives. This post explores some dimensions of feminist approaches to explainability and human-centred explainable AI.