No question there, more RAM and a specifically CUDA capable card make sense. At a big corp gig I did years ago, they issued me this atrocious HP thing they must have bought in bulk. I really tried to be optimistic, since it was just a tool and I was otherwise grateful for the work, and I'm sure the ram and CPU situation was fine, but for my use it only actively detracted from my ability to get things done. It pretty much had to be docked at all times, the screen had one viewing angle, Windows was functionally detrimental for my workflow (frontend web at that time), and the battery life was just sad.
ThinkPads have always seemed a bit better, even their more chonkier versions.