Nvidia's great superpower is flexibility. You can easily run models of very different types on the same card; and their hardware is great for R&D.

However, at some point AI may be good enough for most people and then it makes sense to make an ASIC for the model (or group of models); and at that point you don't need Nvidia.

I suppose this scenario will happen in various moments at different levels.