I've been hearing that since I started using computers, 36 years ago.
36 years ago the argument that AGI was coming soon could be made in tandem with the argument that we'd make some fundamental advance that allowed computers to express intelligence with less computational capacity than humans (by orders of magnitude). Today we can make an argument that we'll achieve it (at least initially) by leveraging computational capacity on par with or orders of magnitude greater than a human mind.
How much, yes, how, not so much and definitely not at the powerbudget the brain has.
> and how long it will take to build computing machines operating at that scale.
We don't actually know that. There have been some WAGs but so far those appeared to be totally off based on the developments since.
> 36 years ago the argument that AGI was coming soon could be made in tandem with the argument that we'd make some fundamental advance that allowed computers to express intelligence with less computational capacity than humans (by orders of magnitude).
Yes, that was a crucial mistake and it led directly to the AI winter.
> Today we can make an argument that we'll achieve it (at least initially) by leveraging computational capacity on par with or orders of magnitude greater than a human mind.
Chances are that we're missing a very important piece of the puzzle for which there is no known solution even in theory. The problem is that there are many candidates for that important piece none of which have currently proposed workable solutions no matter what the computational budget or the accepted slowdown (they are equivalent).
So I think some caution when throwing around projections numbering 'just a couple of years' is warranted, after all it's 'merely a matter of programming' but in this case we don't have a working model that we understand.
For now - as far as I can see - we are no closer to the goal than where we were 35 years ago but we know better how much we are still missing and all the hard parts are still in front of us.
There were perfectly educated people that said there would never be flying machines, 2 years before the Wright brothers succeeded.
It's not about saying it can't be done it is all about saying it can be done within a specific time-frame.
Key inventions don't happen 'on command' unless the only thing required is a brute force search for something that is already possible in principle (say electric light).
Russian classification traditionally also have distinction between terms "artificial intelligence" and "artificial mind" ("искусственный разум") to keep the problems of autonomy/agency/consciousness out of field of AI.
ANI and AGI are qualitatively different. Progress in making cars faster will not lead to teleportation or warp drive. It's not even applicable.
There are many unknown unknowns in AGI. I could not even pretend to give you an estimate.