Comment by hedgehog

LeCun's technical assessments have borne out over a lot of years. The likely next step in scaling vision transformers is to treat the image as a MIP pyramid and use the transformer to adaptively sample out of that. Requires RL to train (tricky) but it would decouple compute footprint from input size.