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Notes -
I mentioned it in another comment but the typical workflow of intermediate speakers would be to write the work directly in the target language, rather than translating it. Machine translation with LLM is certainly pretty good right now but using it doesn't help anyone learn the language.
We certainly might be heading towards a world where everyone uses machine translation by default and nobody bothers learning a new language, but I'm certainly a luddite in that lane.
I don't agree. Better translation tools like deepl have been around for a while, and arxiv papers haven't shown that gpt series models seriously dominate dedicated translation models. But on the other hand ChatGPT is giving everyone a huge gun that people can shoot themselves with because it does things besides translate.
I would even argue that by virtue of using ChatGPT wrong, the user ended up with a worse result versus just using a shitty translation tool like Google translate.
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