Iain M Banks - A Few Notes on the Culture
rec.arts.sf.written 1994
I don't think that requires a "soul": I think it works quite well with the assumption that human self awareness is linked to complex organism-survival-biased chemical processes we call emotions which are pretty orthogonal to the sort of probability-estimation optimizations we select for with ML models. And also pretty orthogonal to those models yielding useful results...
All these complicated biological processes could be extraneous or very round-about ways of accomplishing with carbon what could be accomplished much more simply in silicon.
So why not ask the questions now? Hell, why not answer them now. The questions and answers are theoretical, not practical after all. Optimizers, mesa-optimizers, alignment, uncertainty, morality, ethics, all of it. Why not ask the questions when we have time to ask them instead of when we're short on time?
We can already cram far more transistors onto a chip than our brains can put neurons in a similar space, however, because neurons are represented in the architecture on a higher level, that does not automatically mean we're past transistors. We have far lower neuron density in our current generic computing designs than our brains have.
However, note that our current computing is done mostly on generic CPUs and PPUs (most often GPUs), which means that we aren't done yet. Recently, many companies have started pushing massively parallel architectures, more like our brains. If we figure out a way of getting to that brain neuron density, training aside, we'll be close to the material conditions which give rise to consciousness.
I agree that we should think about these questions ahead of time and not wait around until general AI is upon us though.