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by HarHarVeryFunny
655 days ago
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> Reasoning is reasoning. "Look as if it is reasoning" is an imaginary distinction you've made up. No - just because something has the surface appearance of reasoning doesn't mean that the generative process was reasoning, anymore than a cargo cult wooden aircraft reflects any understanding of aerodynamics and would be able to fly. We've already touched on it, but the "farmer crossing river" problems is a great example. When the LLM sometimes degenerates into "cross bank A to B with chicken, cross band B to A with chicken, cross bank A to B with chicken.. that is the fewest trips possible", this is an example of "looks as if it is reasoning" aka cargo-cult surface-level copying of what a solution looks like. Real reasoning would never repeat a crossing without loading/unloading something since that conflicts with the goal of fewest trips possible. |
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The idea that LLMs "fake reason" and Humans "really reason" is an imaginary distinction. If you cannot create any test that can distinguish the two then you are literally making things up.