References

A human-centered agenda for intelligible machine learning

Jennifer Wortman Vaughan & Hanna Wallach (2021)

Machines We Trust; Perspectives on Dependable AI (MIT Press), 7-32.

Abstract. Vaughan and Wallach's research agenda for intelligible ML — framing interpretability research around concrete stakeholder needs (debugging, accountability, scientific understanding) rather than abstract XAI. The reference cited in policy-aware XAI design.

Tags: ai-usability xai interpretability

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