Tweeted By @fchollet

Replies indicate that people are very confused about what "bias" means. It means doing pattern recognition based on spurious correlations, as opposed to causal reasoning. A ML model will use all correlations found in the training data, and typically many of them will be spurious.

— François Chollet (@fchollet) October 11, 2018