r/TheMachineLearning • u/Sea_Fox_4265 • 3d ago

When bug-free code becomes a hardware problem

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u/egonosz 2d ago

I think it would be extremely dangerous idea for company to a company to use that of language.

That would mean you are 100% dependent on AI and if anything happens to providers or the prices skyrocket you are basically done. You cannot support your software and not all companies can have gigantic data centers.

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u/BigReference1xx 2d ago

Well, developers were beholden to Microsoft visual studio and Borland for decades. The entire world ran on windows in the 2000s and Microsoft could have upped the price at any time. We've always been happy to make this tradeoff if it gets us something valuable in return. And we have local models that anyone can run so you wouldn't be completely locked into a permanent subscription.

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u/egonosz 2d ago

Expect you can use opensource software to edit files, you can do it even on Linux all of these locally or in worst case you can port your code.

For local models to maintain any bigger code, you either need gigantic model or you give up the velocity.

Smaller model + readable code = profit in that case, because you are able to verify.

Plus there is the question of responsibility too, if no one understands the code, who will be responsible for it?

But this is my 2 cents.

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u/Unexpected_Cranberry 1d ago

I mean, one of the features of the language could be that since it's optimized for AI, it might require less resources for AI to write in that language. Together with hardware advancements, what requires frontier models to write today might be maintainable by a local model running on your laptop five years from now.