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this post was submitted on 23 Aug 2023
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Programming
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Legacy COBOL code is largely used in critical systems like those of banks and airlines. What could go wrong with having that code rewritten by stochastic parrots who get programming answers wrong half of the time?
The AI would likely be trained or fine tuned specifically for COBOL. In these very narrow use cases AI can find some things that humans can miss.
Google did this recently on a sorting algorithm and was able to speed it up by 70%: More info here
I suppose I shouldn't be surprised at the negative response here, but personally this seems like the perfect application of LLMs. Yeah, it'll need to be verified by humans, but so would human-translated code. Using an appropriately trained LLM to do the first pass translation has the potential to eliminate a lot of toil.