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Confidence-Based Trust Calibration in Human-AI Teams , journal = · 2025 · arXiv 2025.016121

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cs.HC 1

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2026 1

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Toward Human-AI Complementarity Across Diverse Tasks

cs.HC · 2026-04-13 · unverdicted · novelty 5.0

Human-AI hybrids achieve only +0.4pp over AI alone on diverse tasks because confidence routing fails to identify the small set of cases where humans can correct AI errors.

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  • Toward Human-AI Complementarity Across Diverse Tasks cs.HC · 2026-04-13 · unverdicted · none · ref 53

    Human-AI hybrids achieve only +0.4pp over AI alone on diverse tasks because confidence routing fails to identify the small set of cases where humans can correct AI errors.