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interaction-analysis

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Deep behavioral and machine learning analysis explaining why mobile users systematically report lower satisfaction with AI systems. Includes SHAP explainability, cognitive load modeling, device-context effects, interaction metadata analysis, and end-to-end reproducible research code and visuals.

  • Updated Dec 7, 2025

Experimental tool for analyzing parasocial dynamics and interaction modes in conversational AI usage. Uses prompts inspired by the IMAGINE Framework (2025) to help users recognize and redirect unhealthy AI interaction patterns.

  • Updated Mar 4, 2026
  • TypeScript

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