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by azinman2 2193 days ago
Pattern recognition and matching isn’t the same thing as reasoning. Zero shot demonstrates reasoning as much as solving the quadratic equation for a new set of variables does; it’s simply the ability to create new decision boundaries leveraging the same set of classifying power and methodology. True agi isn’t bound to a medium — no one would say Helen Keller wasn’t intelligent for example.

I look forward to this ping :)

1 comments

What exactly is the difference between pattern matching and reasoning?
I think pattern matching can be interpreted as a form of reasoning. But it is distinct from logical reasoning. Where you draw implications from assumptions. GPT seems really bad at this kind of thing. It often outputs texts with inconsistencies. And in the GPT-3 paper it performed poorly on tasks like Recognizing Textual Entailment which mainly involves this kind of reasoning.