As Tegmark argues, the idea of "final goal" for AI is likely incoherent, at least if (as he states), "Quantum effects aside, a truly well-defined goal would specify how all particles in our Universe should be arranged at the end of time."
But "life is a journey not a destination". So really, what we should be specifying is the entire evolution of the universe through its lifespan. So how can the universe "enjoy itself" as much as possible before the big crunch (or before and during the heat death)*.
I hypothesize that experience is related to, if not a product of, change. I further propose (counter-intuitively, and with an eye towards "refinement" (to put it mildly))** that we treat experience as inherently positive and not try to distinguish between positive and negative experiences.
Then it seems to me the (still rather intractable) question is: how does the rate of entropy's increase relate to the quantity of experience produced? Is it simply linear (in which case, it doesn't matter, ethically)? My intuition is that is it more like the fuel efficiency of a car, non-linear and with a sweet spot somewhere between a lengthy boredom and a flash of intensity.
*I'm not super up on cosmology; are there other theories I ought to be considering?
**One idea for refinement: successful "prediction" (undefined here) creates positive experiences; frustrated expectations negative ones.
I'm afraid I won't have time to give you more help. There's a short summary of each sequence under the link at the top of the page, so it won't take you forever to see the relevance.
EDIT: you're wondering elsewhere in the thread why you're not being well received. It's because your post doesn't make contact with what other people have thought on the topic.
I put "enjoy itself" in quotes, because I don't mean it literally. The questions that that sequence addresses according to the summary don't seem relevant to what I am trying to get at.
I guess I need to be more precise. I just mean how can we maximize the integral of experience through time (whether we let experience take negative values is a detail). This was one of Tegmark's proposals in that paper, already, except he is writing in terms of a final goal instead of a process, which was the point of my post...
"The amount of consciousness in our Universe, which Giulio Tononi has argued corresponds to integrated information"