Critics raise concerns about bias and discrimination and warn that facial analysis AI resembles an automated version of physiognomy. AI research often justifies facial AI inference-making by referring to how people form impressions in first-encounter scenarios. The ambiguity of facial information has recently led to a debate among scholars in different fields about the types of inferences AI should make about people based on their facial looks. At present, computer vision artificial intelligence (AI) captures and interprets human faces for a variety of digital applications and services. Faces play an indispensable role in human social life.
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