Validating and Verifying AI Systems

David J. Hand

doi:10.1016/j.patter.2020.100037

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Validating and Verifying AI Systems

2020-06-01

David J. Hand

Shakeel Khan *

DOI：10.1016/j.patter.2020.100037

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Abstract

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AI systems will only fulfill their promise for society if they can be relied upon. This means that the role and task of the system must be properly formulated; that the system must be bug free, be based on properly representative data, and can cope with anomalies and data quality issues; and that its output is sufficiently accurate for the task.

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