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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Leonard Kiefner

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Book Open access Jul 2026

Linguistic Uncertainty Markers for Trust Calibration in AI-Assisted Decision-Making

While participants rated hedged and unhedged AI as equally trustworthy and likely to be correct, they were significantly less likely to follow hedged advice in a binary choice, and how linguistic markers can be used to calibrate user reliance to model certainty is discussed.

Laura Spillner, Johanna Rockstroh, Nina Wenig et al. · 0 citations

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