Don't you think we'll get to the point where individual AI instances will be as ubiquitous as calculators? Or will it always require massive compute power that keeps the generative AI population low?
I'd be surprised if we have solar-powered AI assistants in my lifetime, in the way that we have solar-powered calculators.
In a strange coincidence I've recently been doing some tests with small 10 W solar panels and with two or three of those plus an Nvidia Xavier (20 W TDP) one could actually run a solar powered LLM right now with only about as much solar as fits on a person's back (though only the smaller 13B versions).
Give it a few years and we'll have them integrated into smartphones. So yes, you will in fact always have an LLM in your pocket just like the ol' calculator excuse.
I think we could switch back fairly quickly if we needed to do so.