"To even double AI progress when you factor in compute being a key limiting ingredient, Anthropic predicts that you would actually need an uplift roughly 10 times larger than that 4x one. They think it would take a 40x productivity improvement to see a 2x progress speedup at Anthropic given the crazy bottleneck of compute."