Quantum-based self-awareness is a cop-out IMO, an open way to claim that it comes from God. Well, if that's true and it's beyond our reach, then we'll never build a self-aware AI ourselves. But assuming something is impossible doesn't help moving forward...
Not so much an assumption as a reasonable guess. Is it logically possible that there's something magical about human brains? Yes.
But there are countless examples of things we thought were magical historically, and, as far as I know, exactly zero that we've ended up concluding actually were magical, and a large number that we're pretty confident aren't at this point.
The smart money here is on "no, the human brain isn't magical."
If we've made a science out of it, no matter how advanced it is, it's not magic — e.g. if telekinesis was possible, it would have a scientific explanation and be a natural power — which bares some similarly to the way things are called "artificial intelligence" when they're impossible, only to be reduced to "trivial" when someone makes a machine do them: Chess, Go, having a large vocabulary or knowing many languages, being good at arithmetic or being able to do calculus at all, writing music or news stories, trading on the stock market — all things that used to be synonymous with genius, yet all done by machines we don't call intelligent.
That's not an article but a whole book:
I'm of the opinion that that's an assumption being made. An article I read at one point supposed that our brains could have, as a way of example, a linking to quantum mechanics that we are not aware of due to not having yet discovered it that causes self-awareness. The point was not so much the mechanism, but that we can't yet rule out such a mechanism existing that our brain could have but our silicon currently doesn't — because we have no real idea what consciousness is, and we've not constructed an AI that proves that no such mechanism exists. If consciousness is intelligence, this could matter more (but this could also be another assumption).
(Unfortunately, I cannot find the article.)
(The article also went on to note that we can copy computer programs, but not brains, and wondered if perhaps there is some relation to the previous problem. It was also advocating that we need a testable hypothesis around consciousness; to either prove or disprove the question "is it possible to clone a brain?" would be an extraordinary discovery either way. I found it interesting.)
> Imagine an AI brain that is optimized for the purpose of mathematics, or computer programming, science, or engineering. Or at doing AI research... Imagine how much better it could be at these tasks than humans. It could quickly solve problems that would take the greatest human minds generations. It could manage levels of complexity that would drive humans crazy.
I'm just wishing for an automatic soap dispenser that can reliably sense my hand.