I agree with you, stavros. There is no transfer between C coding and ML topics. However the original question is a bit more in the business side IMHO. Anyway: I've some experience with machine learning: 20 years ago I wrote (my first neural network)[
https://github.com/antirez/nn-2003] and since then I always stayed in the loop. Not for work, as I specialized in system programming, but for personal research I played with NN images compression, NLP tasks and convnets. In more recent times I use pytorch for my stuff, LLM fine-tuning and I'm a "local LLMs" enthusiast. I speculated a lot about AI, and wrote a novel about this topic. So while the question was more in the business side, I have some competence in the general field of ML. More than anything else I believe that all this is so new and fast-moving that there are many unknown unknowns, so indeed what I, you or others are saying are mere speculations. However to speculate is useful in this time, even more than before, because LLMs are a bit of a black box for the most part, so using only "known" things we can't go much far in our reasoning. We can understand embeddings, attention, how this networks are trained and fine tuned, and yet the inner workings are a bit of a magic thing.