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Frontline Investigation
Frontline Investigation
Aug 1, 2026 · Industry Insights

The More Human AI Feels, the Less Products Should Chase Retention

China's new AI anthropomorphic interaction regulation distinguishes continuous emotional companionship from functional AI, warning that retention-driven metrics incentivize harmful emotional dependency; the article proposes a 'relationship intensity' framework to evaluate products and advocates for design boundaries that preserve user autonomy, exit rights, and real-world relationships.

AI companionshipanthropomorphic interactionemotional dependency
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The More Human AI Feels, the Less Products Should Chase Retention