Training a modest machine-learning model uses more carbon than the manufacturing and lifetime use of five automobiles

Right. Deep learning is used to avoid having to understand the model properly. It’s really interesting to see how deep learning models often end up performing as one of their layers some simple transform that a bit of thought could have suggested.