The fundamental reason why LLMs are going to be better at Coding and Math than Science and (real-world) Engineering, is the triviality of verification.
Whether code is "correct" can be verified in an...
To verify you need a specifiction (or a theorem statement). That doesn't take an instant. The more accurate you want it to be, the harder you'll need to work for it. A machine can't do this for you because it's about expressing *your* intent.