H Human–AI Coevolution

Entry

Effective Human Oversight of AI-Based Systems: A Signal Detection Perspective on the Detection of Inaccurate and Unfair Outputs

Markus Langer, Kevin Baum, Nadine Schlicker

Synopsis

Argues that effective human oversight equals reliable error detection plus effective intervention; proposes Signal Detection Theory as the framework to model overseer sensitivity and response bias across high-risk AI contexts.

Keywords

·human oversight ·signal detection theory ·error detection ·AI governance ·EU AI Act

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