Bruh! I left physics fraternity because of that. There are almost 0 intelligent physicists who are enthusiastic about the field these because of what it has become. Most are over optimistic individuals who'll end up like us as well. I blame it on Higgs and Allan Guth! It's like you're chasing no where fats with multiple equations which you hope aren't disproved while you're still alive and get rich by it etc
Higgs’ and Guth’s work are both among the testable products of modern particle physics. Though you are correct that modern theoretical physics is more philosophy than science - although this has more to do with the fact that all the low and even medium hanging fruit of the experimental tree have been picked.
For the past several decades the frontier of high-energy physics has reached scales so small, and therefore energy so high, that you need particle accelerators the size of planets to really investigate what the theorists have been talking about. Of course since we don’t have the technology to simulate that scale of energy, the theorists have been doing nothing but riding the theory train for all their careers worth. This is e.g. string theory in a nutshell.
Which is why I tell aspiring young physicists to go into engineering or even better, computer science (and many physicists these days indeed make that transition). The golden age of theoretical physics is long over – but there is still much to be done regards hardware and especially software. I suspect that machine learning (software) will be to our century what machines (hardware) were to the last, so you made a prudent choice in your career change choice.
Personally I figured I wasn’t smart enough to do any meaningful work in artificial intelligence so I decided to settle down for a vocation – medicine. Now I give diagnostic medicine 20 years at most before neural networks are doing a better job than the top dog physicians - but it’s too late to change direction now.
Anyway, adding to what has already been said on the topic, it isn’t fair to compare medicine with something like physics. In astrophysics, we had pretty good models of the solar system several hundred years ago. By contrast we didn’t understand how aspirin worked until a few decades ago (it’s a cyclooxygenase enzyme inhibitor). Medicine as a true science is a very young entity – about as young as computer science, in fact. Doing autopsies is useful but no more than looking at the night sky with a naked eye.