Top 50 universities and firms were doing all the deep learning research. Fewer from below ranked universities have co-authors from these last elite universities. This suggests that to do cutting-edge AI research, which nowadays involves deep learning and compute, there's a disadvantage where, as you say, there's de-democratization.