Fair Patterns, founded by Marie Potel-Saville, uses AI to identify dark patterns - manipulative design techniques on websites and apps. The European Commission found over 97% of popular EU sites use dark patterns. Fair Patterns' algorithm scans for these designs, flags them, and links to legal risks. The company aims to promote ethical practices, with some businesses like Canva and Bumble implementing their recommendations.
