Or, overfitting strikes again. Except that here the overfit is buried in a bunch of layers. Still -- eventually, especially by reversing the models to generate

Or, overfitting strikes again. Except that here the overfit is buried in a bunch of layers. Still -- eventually, especially by reversing the models to generate instead of discriminate, it is possible to be more transparent about what's going on. I have to agree that the EU, despite normally being a bunch of martinets, is likely getting it right here. It's too easy to construct and overfitted DNN and have it produce bizarre biases that affect patients, payrolls, or patents. There needs to be an appropriate level of transparency baked in as a precondition for licensable IP, IMHO.