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cs.HC 1

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2026 1

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UNVERDICTED 1

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Evaluating the False Trust Engendered by LLM Explanations

cs.HC · 2026-05-11 · unverdicted · novelty 5.0 · 2 refs

LLM reasoning traces and post-hoc explanations increase false trust in incorrect predictions, whereas contrastive dual explanations enhance users' ability to distinguish correct from incorrect AI outputs.

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  • Evaluating the False Trust Engendered by LLM Explanations cs.HC · 2026-05-11 · unverdicted · none · ref 59 · 2 links

    LLM reasoning traces and post-hoc explanations increase false trust in incorrect predictions, whereas contrastive dual explanations enhance users' ability to distinguish correct from incorrect AI outputs.