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> One part of our pipeline reads some block of text and asks GPT to classify it as relating to one of the 50 US states, or the Federal government.

Using a multi-billion tokens like GPT-4 for such a trivial classification task[1] is an insane overkill. And in an era where ChatGPT exists, and can in fact give you what you need to build a simpler classifier for the task, it shows how narrow minded most people are when AI is involved.

[1] to clarify, it's either trivial or impossible to do reliably depending on how fucked-up your input is




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