As someone who is doing software engineering and my company jumped on AI bandwagon and got us GitHub Copilot. After using it for a while I think overall experience is actually net negative. Yes, sometimes it gets things right, sometimes it provides a correct solution, but often I can write much more concise code. Many times it provides code that looks like it is correct, but after looking in more detail it actually is wrong. So now I’m need to be in guard what code it inserts, which kills all the time that it supposedly saved me. It makes things harder because the code does look like it might work.

It is like pair programming with a complete moron that is very good at picking patterns and trying to use them in following code. So if you do a lot of copy and paste I think it will help.

I think this technology can make bad programmers suck less at programming. I think the LLM problem is that it was trained with existing works and the way it works is that its goal is to convince other human that the result was created by another one, but it isn’t capable to do any actual reasoning.