this post was submitted on 10 Oct 2025
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Neural machine translation is what Google's used since 2016, and there's only so much that more training material + adjustments to the algorithms can do for the fundamental limits of the technology. Neural machine translation is of course incredibly helpful and I'm glad it exists, and it certainly has improved over the past decade, but I also think that "AI" is just a marketing buzzword making this old and established technology look brand new and revolutionary.
So my own personal greatest hopes for "AI" are facial and vocal deepfakes.
It is also worth noting that this type of language model can run on spare CPU cycles on a limited PC (LibreTranslate), vs. the shit they're doing with these LLMs that require more electricity to operate than New York City.