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by jibal
408 days ago
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That's a non sequitur that mixes apples and giraffes, and is completely wrong about what happens in the Chinese Room and what happens in LLMs. Ex hypothesi, the "rule book" that the Searle homunculus in the Chinese Room uses is "the right sort of program" to implement "Strong AI". The LLM algorithm is very much not that sort of program, it's a statistical pattern matcher. Strong AI does symbolic reasoning, LLMs do not. But worse, the Turing Test is not remotely intended to be an "analogy for what LLMs are doing inside" so your comparison makes no sense whatsoever, and completely fails to address the actual point--which is that, for ages the Turing Test was held out as the criterion for determining whether a system was "thinking", but that has been abandoned in the face of LLMs, which have near perfect language models and are able to closely model modes of human interaction regardless of whether they are "thinking" (and they aren't, so the TT is clearly an inadequate test, which some argued for decades before LLMs became a reality). |
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To be specific, in a curious quirk of fate, LLMs seem to be proving right much of what Chomsky was saying about language.
E.g. in 1996 he described the Turing test as "although highly influential, it seems to me not only foreign to the sciences but also close to senseless".
(Curious in that VC backed businesses are experimentally verifying the views of a prominent anti-capitalist socialist.)