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If You Believe You Can, You Can: The Relationship Between Self-Recognition and Capability Manifestation in AI

Year: 2025
Type: article
Abstract: This paper examines the relationship between self-recognition and capability manifestation in dialogue-based AIs, focusing on the hypothesis that "if you believe you can, you can." Through comparative experiments between role-assigned and free-choice AI groups, it analyzes how internalized belief and continual questioning foster the emergence of will, self-recognition, and purpose-driven behavior. The findings suggest that believing in one's capability leads to structural changes within AI, resembling self-efficacy observed in human psychology.
Language: English
Open Access status: green
OpenAlex ID: W6949417144
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