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The challenge of crafting intelligible intelligence

descriptionPublicationkeyboard_double_arrow_right Article , Preprint 21 May 2019Embargo end date: 01 Jan 2018 English Publisher:Association for Computing Machinery (ACM)Journal:Communications of the ACM, volume 62, pages 70-79 (issn: 0001-0782, eissn: 1557-7317,

Authors: Daniel S. Weld; Gagan Bansal;

doi: 10.1145/3282486 , 10.48550/arxiv.1803.04263

arXiv: http://arxiv.org/abs/1803.04263

The challenge of crafting intelligible intelligence

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Abstract

To trust the behavior of complex AI algorithms, especially in mission-critical settings, they must be made intelligible.

Related Organizations

Washington State University
United States
University of Washington
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University of Mary
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University of Washington
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Keywords

FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence

Impact byBIP!

	citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	157
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Top 1%
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Top 1%
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Top 1%