1. Positioning AI Risk and Impact Management
An AI system is more than just standard software. It is part of a lifecycle that includes:
the definition of the use case;
data collection and governance;
model development and training;
technical and business validation;
operational deployment;
operation and monitoring;
decommissioning.
Compared to a software development lifecycle, AI systems have certain unique characteristics:
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Positioning AI Risk and Impact Management
Bibliography
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(1) - ANGWIN (J.), LARSON (J.), MATTU (S.), KIRCHNER (L.) -
Machine Bias. There's software used across the country to predict future criminals. And it's biased against blacks.
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ProPublica, 23 mai 2016.
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(2) - DASTIN (J.) -...
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