AI creation is more like Alchemy than science, and breakthroughs come not from math background, but from intuition and a bit of math skills. Transformers behind the chatbots isn't a rocket science and were discovered almost by accident. The next breakthrough will come a similar way. I'd frankly bet on someone like Carmack than on some theoretical researcher who is churning out papers.