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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Hanna Schraffenberger

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Book Open access Aug 2026

From Explanations to Reflective Questions in Human-AI Decision-Making

Many decision support systems (DSS) provide predictions, recommendations, and, increasingly, explanations. Supporting human-AI decision-making with context-specific questions, however, remains largely unexplored. Questions can stimulate reflection and critical thinking, thereby introducing productive friction in the de...

Simon W. S. Fischer, Linus Holmberg, S. Thill et al. · 0 citations
Book Open access Aug 2026

From Explanations to Reflective Questions in Human-AI Decision-Making

This paper presents a proof-of-concept for generating data-driven questions based on a DSS prediction and its corresponding explanation, i.e., feature contribution, using a local language model and informs the design of human-AI interactions aimed at promoting the cognitive engagement of decision-makers and mitigating...

S. Fischer, Linus Holmberg, S. Thill et al. · 0 citations

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