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English is a Terrible Programming Language—And other reasons AI won’t displace programmers
(orbistertius.substack.com)
this post was submitted on 13 Jun 2023
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Indeed, it's the job of the programmer to understand that natural language and use it to design a program. The lack of understanding is one thing that worries me about LLMs writing programs.
Like the article mentions, it's only good at boilerplate code at the moment, and can't really do architecture very well. I guess that's why it's "Github Copilot" and not "Github Pilot".
Going forward, who knows? We fundamentally don't understand why LLMs work.