[bra-ket]

but we did have quite a few advances at the time of the first airplane, for example by that time steam & combustion engines were already invented, which required non-trivial understanding of physics, chemistry and material science was very advanced.

I hold a pessimistic view that we are still in hunter-gatherer mode as it comes to understanding cognition.

[sdenton4]

Well, it's your right to be a pessimist... I tend to think that the current hardware specialized for fast, parallelized linear algebra is at least as good as the wheels available at the start of the industrial revolution, though. We have learning algorithms that can match human/animal performance in a wide - but still constrained - set of tasks, which previous non-learned algorithms hadn't been able to crack. It's a start!

At some point you have to strike rocks to make fire, because the butane lighter hasn't been invented yet. You make do with what's available, and progressively get better at it. I tend to think that we're a couple-few perspective shifts away from getting it 'right,' and that the hardware side likely barely matters. But, I'm an optimist.