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by naasking 744 days ago
> LLMs are not reasoning machines. They are basically semantic compression machines with a build in search feature.

This is just a god of the gaps argument. Understanding is a form of semantic compression. So you're saying we have a system that can learn and construct a database of semantic information, then search it and compose novel, structured and coherent semantic content to respond to an a priori unknown prompt. Sounds like a form of reasoning to me. Maybe it's a limited deeply flawed type of reasoning, not that human reason is perfect, but that doesn't support your contention that it's not reasoning at all.

2 comments

It’s basically an argument that boils down to “it’s not because I don’t like it”
I bite the bullet on the god of the gaps