Andrej Karparthy about AI in schools
You will never be able to detect the use of AI in homework. ... You have to assume that any work done outside classroom has used AI. ... Therefore, the majority of grading has to shift to in-class work. Using the calculator as an example of a historically disruptive technology, school teaches you how to do all the basic math & arithmetic so that you can in principle do it by hand, even if calculators are pervasive and greatly speed up work in practical settings. In addition, you understand what it's doing for you, so should it give you a wrong answer (e.g. you mistyped "prompt"), you should be able to notice it, gut check it, verify it in some other way, etc. The verification ability is especially important in the case of AI, which is presently a lot more fallible in a great variety of ways compared to calculators
It is fascinating to consider how industries outside of tech will have to adapt to the verification loops required by GenAI. Software engineers are used to having PRs and code reviews baked into their workflow. But other fields traditionally operate on trust. You assume that if someone sends you a report it means they wrote it and that they are staking their reputation on its accuracy. That dynamic will have to change.