A Survey of AI Reliance

July 22, 2024 Β· The Cartographer Β· πŸ› ACM Computing Surveys

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Survey/review paper β€” maps the landscape rather than implementing a method.

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"Title-pattern auto-detect: A Survey of AI Reliance"

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Authors Sven Eckhardt, Niklas KΓΌhl, Mateusz Dolata, Gerhard Schwabe arXiv ID 2408.03948 Category cs.HC: Human-Computer Interaction Cross-listed cs.AI, cs.CY Citations 3 Venue ACM Computing Surveys Last Checked 4 days ago
Abstract
Although artificial intelligence (AI) systems are becoming increasingly indispensable, research into how humans rely on these systems (AI reliance) is lagging behind. To advance this research, this survey presents a novel, comprehensive sociotechnical perspective on AI reliance, essential to fully understand the phenomenon. To address these challenges, the survey introduces a categorization framework resulting in a morphological box, which guides rigorous AI reliance research. Further, the survey identifies the core influences on AI reliance within the components of a sociotechnical system and discusses current limitations alongside emerging future research avenues to form a research agenda.
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