Innovative work in AI, such as training world models by observation, can be done without access to large amounts of compute or gigantic datasets.
there's a lot of interesting breakthroughs that can happen without having access to a lot of compute. So if you're interested in doing a PhD in this kind of stuff, there's a lot of possibilities still to do innovative work.