Machine learning and deep learning applications can repeat the errors of physiognomy and Lombrosianism because they treat correlations as causal, and bias reduction alone does not fix this.
Journal of Artificial Intelligence Research 74, 75–109 (2022)
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The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History?
Machine learning and deep learning applications can repeat the errors of physiognomy and Lombrosianism because they treat correlations as causal, and bias reduction alone does not fix this.