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This is a poor analogy. We would have been able to reconstruct the Sun easily if we had access to requisite time, resources and tools to wield them. Fusion is very different from the Sun, it's an attempt to recreate the core principle at vastly smaller scale, with vastly more sophistication-dense processes. ML is an attempt to recreate some interesting aspects of a thing that can be produced by a 1.5L of jelly on 20W of power, on a significantly simpler substrate, whatever the scale and cost.
We have a track record of successes with such things in experimental physics, materials science, biology and other domains.
We understand, and LLMs prove, that plenty of high-level cognition is reducible to computation. It's proven that neural networks can approximate arbitrary computable functions. So even if the current paradigm doesn't pan out for some contingent reasons, it's provable that the solution cannot be far away.
If. We don't live in the land of theory, but in that of practice. The relative hypothetical difficulty of problems is irrelevant. This is exactly why we disagree: you think one can model future engineering based on our current models of present engineering. I see this as hubris. History shows this to be a terrible way to predict the future, and the history of this particular field shows it to be especially wrong in this case.
Feel free to join the people expecting Britain to be invaded by Napoleon using scaled up hot air baloons. I won't.
A thing you have basically no idea the working of. And that is based on a completely different substrate. For all we know it might not even be possible to port or emulate one using the other.
Myself I intuit that the types of intelligence or reasoning possible on silicon are vastly different in nature to those that supposedly rely on neurons. But neither of us, and nobody alive today, really knows.
No. Hell no. Language and cognition are not the same thing. Chomsky is right about that and it's no surprise his NYT article on LLMs is based on one of the most hard won results of linguistics. What LLMs prove is that a general purpose model of language is possible. Which is a lot, but it has nothing to do with cognition qua cognition.
Unless of course you're a Whorfist. But then you're just empirically wrong.
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