Nice way to paywall a comment on HN.

Is it paywalled? I honestly didn't realize that. Sorry. I'll edit the comment and change to an open URL and paste the two main ideas here:

FORCED SKILL-BUILDING GOALS

Where my original purpose of giving homework assignments was to help students build their skills through active engagement, I can no longer trust that all my students will have done it by hand. But I still want my students to feel the need to improve their skills. So, I start by considering which skills I think are most important for that class (writing, for example) and build a forced need for my students to improve that skill. For example, in my writing-focused classes, I now give students in-class hand-written exams. I let them know about the essay-based tests (mid-term and final) on the first day of class and encourage them to practice their writing each week, in-class and at home, thus giving them a very clear reason to practice — to get a good grade. Additionally, I take away the need to get a “good grade” on written homework by giving them full points if the homework is turned in on time, regardless of contents or mistakes. Thus, with the need to practice their writing skills for exams and no need to worry about making a good grade on homework assignments, students are encouraged to try the homework themselves — they cannot fail and they can only benefit by doing it themselves. In fact, using an LLM to complete an assignment will likely hurt them as other students who improved their skills will do better on the exams.

Homework once again can be used as a tool for them to improve their abilities through engagement, not just a pointless activity that an LLM can do to help them “get a good grade”.

FORCED LLM FRICTION

Another method I have found for encouraging students to complete assignments on their own is to purposely create friction to using an LLM. I try to plan assignments that it would be MORE work to use an LLM than to simply do it themselves. Humans being what we are, we often will choose the path of least resistance, especially if a grade is on the line!

For example, in one of my classes, I have students write a short story for homework (of about 250 words) about a picture I show them in class. Spelling and grammar mistakes are OK, they are guaranteed to get full marks if they turn it in on time, but the story has to be written BY HAND. To use an LLM, a student would first have to write a lengthy prompt describing the picture in detail and explain the type of output they need (a lot of work), and then they would still have to rewrite the entire story by hand (forcing them to focus on reading, spelling, and handwriting anyway). Thus, by introducing forced friction to using an LLM, especially where there is no danger (no friction) of getting a bad score because of mistakes, encourages students to take the easier path — just do it themselves.

The same idea also applies to shorter listening assignments. As long as the homework receives full marks for turning it in on time (low friction against the fear of poor ability) and the exams including a listening element (clear purpose for trying), the hassle of downloading the audio, sending it to an AI to transcribe it, then upload pictures of the homework questions just isn’t worth it. It’s just easier and more beneficial for students to do it themselves.