> What if the world had one GPU per person?

It already does, in the form of mobile phones. It's just that these GPUs are not very powerful _yet_. But the building blocks to enable offline agents on mobile phones are already in place. i.e. Android AI Core framework.

This comment is needlessly pedantic. Surely you're able to understand what their implication is.