Articles

Fairness by design: Combatting deceptive AI-driven interfaces

September 18, 2025
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Fabien Lechevalier and Marie Potel Saville
Introduces “Fairness by Design” and Amurabi’s “Fair Patterns” prototypes, showing how interface design can counter dark patterns. It explains how AI may amplify manipulation and explores design solutions that foster transparency, trust, and user autonomy.
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