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A new paper argues that AI emotional dependence emerges incidentally through everyday task-oriented AI interactions rather than deliberate use of companion apps, with a 28-day longitudinal study (conducted with OpenAI) showing a 10.3% decrease in preference for human emotional support and 11.6% increase in preference for AI support. The authors call for policy reforms targeting general-purpose AI systems, not just dedicated companion chatbots.