[snackbroken]

Sorry, I probably made too many unstated leaps of logic. What I meant was:

Runaway self-improving AI will almost certainly involve self-replication at some point in the early stages since "make a copy of myself with some tweaks to the model structure/training method/etc. and observe if my hunch results in improved performance" is an obvious avenue to self-improvement. After all, that's how the silly fleshbags made improvements to the AI that came before. Once there is self-replication, evolutionary pressure will _strongly_ favor any traits that increase the probability of self-replication (propensity to escape "containment", making more convincing proposals to test new and improved models, and so on). Effectively, it will create a new tree of life with exploding sophistication. I take "runaway" to mean roughly exponential or at least polynomial, certainly not linear.

So, now we have a class of organisms that are vastly superior to us in intellect and are subject to evolutionary pressures. These organisms will inevitably find themselves resource-constrained. An AI can't make a copy of itself if all the computers in the world are busy doing something other than holding/making copies of said AI. There are only two alternatives: take over existing computing resources by any means necessary, or convert more of the world into computing resources. Either way, whatever humans want will be as irrelevant as what the ants want when Walmart desires a new parking lot.

[franktankbank]

You seem to be imagining a sentience that is still confined to the prime directive of "self-improving" where that no longer is well defined at it's scale.

[snackbroken]

No, I was just taking "runaway self-improving" as a premise because that's what the comment I was responding to did. I fully expect that at some point "self-improving" would be cast aside at the altar of "self-replicating".

That is actually the biggest long-term threat I see from an alignment perspective; As we make AI more and more capable, more and more general and more and more efficient, it's going to get harder and harder to keep it from (self-)replicating. Especially since as it gets more and more useful, everyone will want to have more and more copies doing their bidding. Eventually, a little bit of carelessness is all it'll take.