To Err Is AI! Debugging as an Intervention to Facilitate Appropriate Reliance on AI Systems

Powerful predictive AI systems have demonstrated great potential in augmenting human decision making. Recent empirical work has argued that the vision for optimal human-AI collaboration requires 'appropriate reliance' of humans on AI systems. However, accurately estimating the trustworthin...

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Veröffentlicht in:	arXiv.org 2024-09
Hauptverfasser:	He, Gaole, Bharos, Abri, Gadiraju, Ujwal
Format:	Artikel
Sprache:	eng
Schlagworte:	Collaboration Computer Science - Artificial Intelligence Cooperation Debugging Estimation Feedback Human performance Intervention Machine learning Performance evaluation Trustworthiness
Online-Zugang:	Volltext
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