Defending Human Identity: Zero-Sum Beliefs Motivate Resistance to AI Adoption

Ten multi-method studies show that zero-sum beliefs about human-AI relations causes AI aversion because it heightens perceived AI’s threat to human identity and triggers two defensive responses: competence denial and identification refusal. AI superiority and task human-AI sharedness amplify the effect, whereas task dangerousness attenuates the effect.