Hand David J, Khan Shakeel
Department of Mathematics, Imperial College, London, UK.
Chief Data Officer's team, Her Majesty's Revenue and Customs, London, UK.
Patterns (N Y). 2020 Jun 12;1(3):100037. doi: 10.1016/j.patter.2020.100037.
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.
只有当人工智能系统能够被信赖时，它们才能兑现对社会的承诺。这意味着系统的角色和任务必须得到恰当的界定；系统必须没有漏洞，基于具有充分代表性的数据，并且能够应对异常情况和数据质量问题；其输出对于任务而言必须足够准确。
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