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AntiPatternAI UX Lab
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Privacy & Consent

Hidden Data Usage

The system uses user data for training or context sharing without explicit consent.

3 principles3 checklist items2 simulation modes

What you will learn

Privacy by Default
Explicit Opt-in
Data Transparency
Run the simulation to see the failure in action.

Interactive Lab

Toggle between Bad and Good modes.
Anti-pattern mode
Simulation Status: Idlev2.4.0

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Why it fails

Users often don't realize their chat history is being used to train future models or is visible to team admins. Hidden defaults erode trust rapidly when discovered.

Root cause

Dark patterns to maximize data collection. Buried Terms of Service.

How to fix it

Privacy by Default
Explicit Opt-in
Data Transparency

Implementation checklist

  • Show a clear 'Training on/off' toggle
  • Explain clearly how data is used
  • Allow easy deletion of history