The Face Effect
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About
The Face Effect is a research project that uses AI to analyze mugshots and determine how facial features influence a judge's decision in pretrial detention. The AI algorithm was found to predict detention decisions with 45% accuracy, highlighting the unexpected role of facial features in influencing judicial outcomes. The researchers created a facial transformation tool to interact with the AI and understand its decision-making process. They discovered that facial thinness is a significant predictor of detention, even more so than prior felonies in some cases. This research emphasizes the presence of facial bias in the judicial system and suggests potential avenues for reform.
Platform
Task
Features
• bias detection
• algorithm to analyze mugshots
• facial transformation tool
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