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#1 The Beauty AI initiative involved a few straightforward steps: contestants download the Beauty AI app, make a selfie, and submit it to the robot jury. The robot jury chooses a king and a queen. News spreads around the world.

#2 Deep learning is a subfield of machine learning that uses depth to describe the layers of abstraction a computer program makes as it learns more complicated concepts. It is used for image recognition, speech recognition, natural language processing, video game and board game programs, and even medical diagnosis.

#3 The development of Beauty AI is just an example of how race is a form of technology. It extends beyond just attractiveness and into questions of health, intelligence, criminality, employment, and many other fields.

#4 Racist robots represent a much broader process: social bias embedded in technical artifacts, the allure of objectivity without public accountability.