I mean "permanence" in the same vague senses that I think the OP was hinting upon. A belief that regardless of change, the primitives remain. This is about having total confidence that abstractions haven't removed you the light-cone of comprehension.
Re: Appliance
I believe turing-completeness is over-powered, and the reason that AGI/ASI is a threat at all. My hypothesis is that we can build a machine that delivers most of the same experiences as existing software can. By constraint, some tasks would impossible and others just too hard to scale. By analogy, even a Swiss-army knife is like an appliance in that it only has a limited number of potential uses.
Re: Users
The machine I'm proposing is basically just eBPF for rich applications. It will have relevance for medical, aviation, and AI research. I don't suppose that end-users won't be looking for it until the bad times really start ramping up. But, I suppose we'll need to port Doom over to it before we can know for sure.
it's kind of strange to think about but i guess now there's a new incentive to do something truly new and innovative. The llms won't be able to do it for you.
My goal is to make training (especially self-training) impossible; while making inference deterministic by design and highly interpretable.
The idea is to build a sanctuary substrate where humans are the only beneficiaries of all possible technical advancements.