Validating and Verifying AI Systems

被引：16
|
作者：
Hand, David J. [1 ]
Khan, Shakeel [2 ]
机构：
[1] Imperial Coll, Dept Math, London, England
[2] Her Majestys Revenue & Customs, Chief Data Officers Team, London, England
来源：
PATTERNS | 2020年 / 1卷 / 03期
关键词：
D O I：
10.1016/j.patter.2020.100037
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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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页数：3
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