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Causal confusion as an argument against the scaling hypothesis

The important part of his argument is in the second paragraph, and I agree because by and large, pretty much everything we know about science and casuality, at least in the beginning for AI is on trusting the scientific papers and experts. Virtually no knowledge is given by experimentation, but instead by trusting the papers, experts and books.