AI Chatbots Have A Deeper, Weirder History Than You Realize

Popular large language models like ChatGPT, Claude, and Gemini can make AI feel like magic—but there’s more to the story.

In the course of this debate, it’s not uncommon for folks to use metaphors to make sense of how generative AI models function, for example referring to what a given model “knows” through its dataset or “writes” when producing a response to a query., Columbia professor Dennis Yi Tenen argues that we should be “suspicious of all metaphors ascribing familiar human cognitive aspects to artificial intelligence. The machine thinks, talks, explains, understands, writes, feels, etc., by analogy only.

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