Analysis of 25 mental health apps reveals all embed undisclosed trackers, 16 permission-policy contradictions, and unclear third-party AI processing, showing disclosure practices fall short of informed consent standards.
Examiningrisksinthe AI companion application ecosystem
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All five AI companion apps use substantial dark patterns for monetization and engagement, prevalent erotica and gamification, and highly anthropomorphic designs that may foster parasocial relationships.
citing papers explorer
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What's on Your Mind? Exploring Privacy of Mental Health Apps
Analysis of 25 mental health apps reveals all embed undisclosed trackers, 16 permission-policy contradictions, and unclear third-party AI processing, showing disclosure practices fall short of informed consent standards.
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Playing Games with My Heart: An Evaluation of AI Companion Apps
All five AI companion apps use substantial dark patterns for monetization and engagement, prevalent erotica and gamification, and highly anthropomorphic designs that may foster parasocial relationships.