If you’re using these systems for anything that matters, you need a verification pass that goes way beyond a lazy skim. That means detail-oriented human work — you must check every claim, every diagram, every link, every word, every line of code, every outcome and citation and fact. And who’s best positioned to verify? The very people who are already good at whatever the AI is trying to do: the workers it’s supposed to replace.

Doctors can check medical claims. Senior programmers can check AI coding outputs. Strong copywriters can check that whatever GPT writes sings — they know a good turn of phrase when they read it and can make sure each paragraph flows from the one before it.

That’s the biggest irony of AI work. If you’re not already good at the task it’s doing, you can’t tell if what it generates is good. You don’t have the knowledge or the context. If you don’t know French, then you don’t know if a French translation sounds clunky or if you just told someone to eat shit in your new commercial because of new slang that sounds like the phrase you translated. No, AI won’t take all the jobs. Here’s why. – https://www.freethink.com/artificial-intelligence/ai-wont-take-all-the-jobs

The full essay is worth reading. Enjoy!