No Ground Truth at Sea – Developing High-Accuracy AI Decision-Support for Complex Environments
Adrian Bumann
Abstract:As AI decision-support systems are increasingly developed for applications outside of traditional organizational confinements, developers are confronted with new sources of complexity they need to address. However, we know little about how AI applications are developed for natural use domains with high environmental complexity, stemming from physical influences outside of the developers' control. This study investigates what challenges emerge from such complexity and how developers mitigate them. Drawing upon … Show more
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