For background, I am a programmer, but have largely ignored everything having to do with AI (re: LLMs) for the past few years.
I just got to wondering, though. Why are these LLMs generating high level programming language code instead skipping the middle man and spitting out raw 1s and 0s for x86 to execute?
Is it that they aren’t trained on this sort of thing? Is it for the human code reviewers to be able to make their own edits on top of the AI-generated code? Are there AIs doing this that I’m just not aware of?
I just feel like there might be some level of optimization that could be made by something that understands the code and the machine at this level.
Debugging AI generated code is essential. Never run the code before reading it yourself and making a whole bunch of necessary adjustments and fixes.
If you jump straight to binary, you can’t fix anything. You can just tell the AI it screwed up, roll the dice and hope it figures out what went wrong. Maybe one day you can trust the AI to write functional code, but that day isn’t here yet.
Then there’s also security and privacy. What if the AI adds something you didn’t want it to add? How would you know, if it’s all in binary?