Uni professor here.

My colleagues that teach hard skills courses (like data structures and algorithms) either love AI and incorporate it into their teaching at every moment possible, or despise it in the same way graphing calculators were by high school math teachers when they were introduced nearly 30 years ago.

I teach soft skills classes to engineering students, and I'm unconcerned with students using AI. I write my problems in a way such that, if the student truly understands the assignment, prompting the AI to solve the problem and iterating on it takes a similar amount of time to doing the work themselves. AI is not very good at writing introspectively about the student. In other words, AI isn't going to be helpful when the homework question is "A fellow student comes to you asking for suggestions on how to maximize their chances at landing an internship. What advice do you give them that's immediately actionable?"

Try it, plug that into ChatGPT or your favorite LLM. It parrots the same generic tips everyone tells you, with very little on "how" do perform the action in an effective way. Read it, copy it into your advice document, get a poor grade. Try telling other students to take this advice. Note how they don't because the advice isn't actually actionable enough for them to take action.

LLMs are also not very good at the follow-up question "In a previous assignment you gave specific and actionable advice to a peer on the job search. Which of these suggestions were so good you are now doing them?" A number of students write a "Mental Gymnastics" essay, claiming they are following all their suggestions (because they think that's what the professor wants to hear) while the evidence they provide demonstrates they are not. A student asking an LLM to write the essay for them consistently produces a digital 'pat on the back'; a mental gymnastics essay that ultimately makes the student realize how unwilling they are to solve the #1 problem in their college career.

I've done away with exams wherever possible. I stick to project-heavy courses. What I've found to be far more concerning than AI use is the increasing loss of social skills and ability to cooperate within the younger generations. The number of students who would prefer to fail a class instead of talk to literally any human being is astounding.

The number of students who refuse to build soft skills, and believe that tech is truly a meritocracy where the only thing that matters is 'lines of code', there's no politics, and they won't work call or crunch or give code reviews, is also astounding.