this post was submitted on 07 May 2025
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chapotraphouse
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I think it's probably pretty bad at both of those things when it comes to what should actually be evaluated, which is students' understanding of concepts, not just recall. If you ask for the complexity of some algorithm, an LLM will try to find some pattern that matches the kinds of answers it has already seen before. It might get the answer right because it has digested 100 examples like it before and matched the input to it. But if you ask students to actually explain their reasoning and walk through it step by step, and throw in a modification to the algorithm that impacts the answer, the LLM is likely to fail in some way.
Though really, what should be graded is evaluations like tests. Homework should be for learning and practice, not a grade.