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I think you're underselling the field of language processing - it wasn't just a single field but a bunch of subfields with their own little journals, papers and techniques - someone who researched machine translation approached problems differently to somebody else who did sentiment analysis for marketing.

I had a friend who did PhD research in NLP and I had a problem of extracting some structured data from unstructured text, and he told me to just ask ChatGPT to do it for me.

Basically ChatGPT is almost always better at language-based tasks than most specialized techniques for the specific problems the subfields meant to address, that were developed over decades.

That's a pretty effing huge deal, even if it falls short of the AGI 2027 hype



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