As someone who has worked in AI and AI adjacent research and industry for 45 years, I'm not exaggerating when I say that this article is embarrassing rubbish.
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I once had an argument with Marvin Minsky about this. He said something similar. Now Marvin is (somewhat to his own surprise, I imagine) dead, and the singularity has not arrived.
It strikes me that the key problem is that "compute" ≠ intelligence. The article has interesting things to say, but does not question the assumptions about what intelligence is. I think it is also not questioning enough the challenges of (and how humans finesse these) running lab experiments.
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