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Comment by Dylan16807

18 hours ago

When they say "pretends to" here they're talking about something quantifiable, that the extra text it outputs for CoT barely feeds back into the decisionmaking at all. In other words it's about as useful as having the LLM make the decision and then "explain" how it got there; the extra output is confabulation.

Though I'm not sure how true that claim is...

You make a good point. I had the impression they were using 'pretend' as a Chinese Room shortcut in that they are asserting that it is incapable of reasoning and only appears to be capable from the outside, which is completely irrelevant and unfalsifiable.