Classification Schemas for Artificial Intelligence Failures
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Abstract (arXiv)
In this paper we examine historical failures of artificial intelligence (AI) and propose a classification scheme for categorizing future failures. By doing so we hope that (a) the responses to future failures can be improved through applying a systematic classification that can be used to simplify the choice of response and (b) future failures can be reduced through augmenting development lifecycles with targeted risk assessments.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 15 Jul 2019.
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- 2021Understanding and Avoiding AI Failures: A Practical Guide22 Apr 2021