LLM oral exams can provide assessment in a student's native language. This can be very important in some scenarios!
Unlimited attempts won't work in the presented model. No matter how many cases you have, all will eventually find their way to the various cheating sites.
There is no silver bullet. There's no solution that works for all schools. Strategies that work well for M.I.T. with competitive enrollment and large budgets won't work for a small community college in an agricultural state, with large teaching loads per professor, no TAs, and about 15-25 hours of committee or other non-teaching work. That was my situation.
Teaching five courses and eight sections, 20-30 students per section, 10-20 office hours every week (and often more if the professor cared about the students), leaves little time for grading. In desperation I turned to weekly homework assignments, 4-6 programming projects, and multiple choice exams (containing code and questions about it). Not ideal by any means, just the best I could do.
So I smile now (I'm retired) when I hear about professors with several TAs each, explaining how they do assessment of 36 students at a school with competitive enrollment.
LLM oral exams can provide assessment in a student's native language. This can be very important in some scenarios!
Unlimited attempts won't work in the presented model. No matter how many cases you have, all will eventually find their way to the various cheating sites.
There is no silver bullet. There's no solution that works for all schools. Strategies that work well for M.I.T. with competitive enrollment and large budgets won't work for a small community college in an agricultural state, with large teaching loads per professor, no TAs, and about 15-25 hours of committee or other non-teaching work. That was my situation.
Teaching five courses and eight sections, 20-30 students per section, 10-20 office hours every week (and often more if the professor cared about the students), leaves little time for grading. In desperation I turned to weekly homework assignments, 4-6 programming projects, and multiple choice exams (containing code and questions about it). Not ideal by any means, just the best I could do.
So I smile now (I'm retired) when I hear about professors with several TAs each, explaining how they do assessment of 36 students at a school with competitive enrollment.