This isn't true, a car mechanic never evolves into an engineer, a nurse never evolve into a doctor. A car mechanic can learn to do some tasks you normally need an engineer for and same with nurses, but they never build the entire core set of skills that separates engineers from mechanics and doctors from nurses.
There are maybe some exceptions to this, but those exceptions are so rare that it doesn't matter for this discussion. A few people still learning it properly wont save anything.
“Doesn’t generally happen” =/= “is literally impossible”. The word “never” should be used with care.
> A car mechanic can learn to do some tasks you normally need an engineer for and same with nurses
This statement can only make sense if you regard titles as something that’s imbued upon you, and until it is, you are incapable of performing the acts that someone who has earned that tile can perform. I’ll just say I fundamentally disagree with this notion on pretty much every conceivable level, and if that’s the belief system you subscribe to, that would also makes arguing about this any further pointless. But I might just be getting you wrong.
The fundamental difference between the categories is that the first is filled with people who put the effort in to learning/understanding, and the second is filled with people who take the shortcut around learning/understanding.
Changing from the second category to the first is something that would require already being in the first.
Exactly! That’s my entire point. Because now you’re separating the categories by “is willing to put in effort” and “is not willing to put in effort” rather than by “has done the thing” and “hasn’t done the thing”.
I think the disagreement doesn’t lie in this concept, but rather in whether an LLM can be used by someone who’s willing to put in effort to assist them in doing so, rather than just having it do it for them. But as long as you understand what the thing you’re using it is for, you don’t have to understand how it works exactly. You can shift gears in a car without a physics degree.