There has been considerable progress since Sutton wrote. The latest models don't even need convolutions and certain kinds of invariances. Visual Transformer models don't even necessarily know which pixels are near each other. They figure it out through correlations.

I was skeptical of the statistical approach myself, but I think it's time for some humility in the face of its wild success.