arXiv Open Access 2023

Explaining the ghosts: Feminist intersectional XAI and cartography as methods to account for invisible labour

Goda Klumbyte Hannah Piehl Claude Draude

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Abstrak

Contemporary automation through AI entails a substantial amount of behind-the-scenes human labour, which is often both invisibilised and underpaid. Since invisible labour, including labelling and maintenance work, is an integral part of contemporary AI systems, it remains important to sensitise users to its role. We suggest that this could be done through explainable AI (XAI) design, particularly feminist intersectional XAI. We propose the method of cartography, which stems from feminist intersectional research, to draw out a systemic perspective of AI and include dimensions of AI that pertain to invisible labour.

Topik & Kata Kunci

cs.HC cs.AI

Penulis (3)

Goda Klumbyte

Hannah Piehl

Claude Draude

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Klumbyte, G., Piehl, H., Draude, C. (2023). Explaining the ghosts: Feminist intersectional XAI and cartography as methods to account for invisible labour. https://arxiv.org/abs/2305.03376

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Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓