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Man this sounds really interesting but just pains me to read ad filled junk. Is there a Scroll version?
If you are in firefox, use ReaderView. or Chrome-based browsers, there's a plugin (forgot which) which silences that junk.
Those "the secret" people are going to have a lot of fun misinterpreting this.
If that's true, does it mean that AI (AGI) which really understand what is it doing is basically impossible without quantum computer or network of quantum computers?
Consider first that every neuron in the brain has unique DNA and ancestorship (comparing brain to some simulation). No, it doesn't mean that, I believe consciousnes can emerge in some other way which doesn't care about computations, neither need quantum entanglement.
Terrible headline.

The experiment suggests that certain brain functions use quantum effects. Extrapolating this to mean consciousness is quantum is just shitty journalism

Or good journalism if you consider engagement a measure of success like journalists do…
I believe this is the relevant paper: "Experimental evidence of non-classical brain functions" by Christian Kerskens and David López Pérez, https://arxiv.org/pdf/1806.07998.pdf

I'll wait for this to be properly critiqued, but to me it looks like a chain of very dubious connections.

Thanks for the link. And the paper is not particularly well structured and written either. I'd also like to see it reviewed by other experts in this field.