There is no "ai" revolution and nothing is being transformed. Please enough of this already.
My partner that is just learning programming, first asks the doubts to CHAT-GPT and most of the time the explanation and details are good, specific to her issue and easy to understand. Compare that to a list of examples and documentation on generic issues/topics, without ever going into the specifics of a reasonable question. Apply this to any kind of knowledge. I think that it is a wonderful tool for education, and…
I wanted to learn how transformers and attention mechanisms work in details. After reading a bunch of books I went into analysing an example LLaMa implementation in NumPy - since it was just a few hundred lines, I pasted all the code into ChatGPT, and kept discussing the most difficult lines.
It was extremely useful in that role. Broke down with some more complicated matrix computations and some nuances of attention mechanisms, but besides that - worked awesome.