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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

Parasocial Reflection is an experimental tool for exploring human–AI interaction patterns. It highlights linguistic and behavioral signals in conversations to encourage self-reflection and balanced engagement with conversational AI.

  • Updated Mar 7, 2026
  • TypeScript

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