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The Algorithmic Bias and Misrepresentation of Mixed Race Identities

2023/02/16 by Charles, Sergio
Biochemistry, Genetics and Molecular Biology · Social Sciences · Medicine · #Race, Genetics, and Society #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education

paper · doi:10.60690/2t1k6504

Abstract

Artificial intelligence (AI) is a rapidly advancing technology that has prompted breakthroughs in many fields, from DeepMind’s AlphaFold that solved the seemingly insurmountable 50-year-old protein folding problem to OpenAI’s powerful GPT-3 language model that used the internet to learn how to generate natural language like a human. However, this seemingly unbounded progress is intimately intertwined with a plethora of ethical concerns of racial bias and discrimination.

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