preprintApr 13, 2026GOLD OA

Mental Models of Autonomy and Sentience Shape Reactions to AI

Sentient Science (United States) · Missouri University of Science and Technology · +2 more institutions

Indexed inarxivcrossrefdatacite

Abstract

Narratives about artificial intelligence (AI) entangle autonomy, the capacity to self-govern, with sentience, the capacity to sense and feel. AI agents that perform tasks autonomously and companions that recognize and express emotions may activate mental models of autonomy and sentience, respectively, provoking distinct reactions. To examine this possibility, we conducted three pilot studies (N = 374) and four preregistered vignette experiments describing an AI as autonomous, sentient, both, or neither (N = 2,702). Activating a mental model of sentience increased general mind perception (cognition and emotion) and moral consideration more than autonomy, but autonomy increased perceived threat more than…

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