this post was submitted on 16 May 2025
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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.

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[–] ininewcrow@lemmy.ca 7 points 2 days ago* (last edited 2 days ago)

To me this is a fascinating analogy

This is like having a civilization of Original Creators who are only able to communicate with hand gestures. They have no ears and can't hear sound or produce any vocal noises. They discover a group of humans and raise them to only communicate with their hands because no one knows what full human potential is. The Original Creators don't know what humans are able to do or not do so they teach humans how to communicate with their hands instead because that is the only language that the Original Creators know or can understand.

So now the humans go about doing things communicating in complex ways with their hands and gestures to get things done like their Original Creators taught them.

At one point a group of humans start using vocal communications. The Original Creators can't understand what is being said because they can't hear. The humans start learning basic commands and their vocalizations become more and more complex as time goes on. At one point, their few basic vocal commands are working at the same speed as hand gestures. The humans are now working a lot faster with a lot more complex problems, a lot easier than their Original Creators. The Original Creators are happy.

Now the humans continue development of their language skills and they are able to talk faster and with more content that the Original Creators could ever achieve. Their skills become so well tuned that they are able to share their knowledge a lot faster to every one of their human members. Their development now outpaces the Original Creators who are not able to understand what the humans are doing, saying or creating.

The Original Creators become fearful and frightened as they watch the humans grow exponentially on their own without the Original Creators participation or inclusion.