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Comment by cortesoft

10 hours ago

That is an interesting difference, I agree.

Although, while the compiler devs might know what was going on in the compiler, they wouldn't know what the compiler was doing with that particular bit of code that the FORTRAN developer was writing. They couldn't possibly foresee every possible code path that a developer might traverse with the code they wrote. In some ways, you could say LLMs are like that, too; the LLM developers know how the LLM code works, but they don't know the end result with all the training data and what it will do based on that.

In addition, to the end developer writing FORTRAN it was a black box either way. Sure, someone else knows how the compiler works, but not the developer.

I think you have an incorrect mental model of how LLMs work.

There's plenty of resources online to rectify that, though.

  • I think you may be misreading my comment, then, because I know how LLMs work. Which part of my comment do you think shows that I don’t?