My job (retired 6 years ago) was a Cad Manager. Making sure the 'drawing office' for whatever company I was with ran efficiently. And a big part of that was writing code for the computer aided draughting. I was good at it. And not many others were. So I was always in demand. Now AI is meant to be able to do that. Huh, I thought. It can't be that good. So I opened up Chatgpt and asked It to write some code for a relatively simple operation. Might have taken me an hour or so to do it, plus checking and testing.
It did it in a couple of seconds. Took me quite some time to check it out. It was perfect. And was better than I would have done it.
Guess I got out of the workforce just in time...
For sure FEA has taken a lot of hard grunt work out of stress analysis , deflection etc,
But there’s always the problem which needs your Experience. AI won’t be perfect, and in essence it is just scraping what is already done, and tweaking to a present requirement it is not trail blazing. So they still need some of you!
One of the problems CAD has caused , is taking away (eg ) the tool room experience that knew what design looked right and where compromises could be taken .
An anecdote : many years ago , I had cause to go to a subcontractor which was an old world tool shop In a northern England town. I was surprised to see two million pound machining centres ( at 1990s rates) milling out a structure from solid metal leaving a formed plate and several long narrow vertical studs. The workshop manager told me the client was Ministry of defence and he was tearing his hair out trying to get 0.05 mm tolerances on the studs because material stress relief was causing them to go out of tolerance As it cooled. Because of secrecy he found it hard to discover either the application or what compromises could be made. Eventually a meeting was organised with the end user , not the intermediate client , who said “ if I’d got my way they’d have made it out of plastic” , it’s an anti rattle cage for navy pcbs!
So what had clearly happenned was the drawings , manufacturing method and tolerances had been decided by someone with a lot of CAD system experience who had spent no time in a tool room or metalworking , leaving default tolerances and had no concept of the problems he caused. And secrecy prevented the obvious conclusion!
CAD use needs experience too. That’s how military wastes a fortune!
As regards your position, doctors are forced to use a standard procedure and decision tree as a line of safety against liability. So I suspect doctors will become AI shortly!