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David Nelson's avatar

This document does two things I find problematic.

Chat's big value is helping workers who want to remove repetition or cognitive labor from ongoing tasks that require their higher order thinking skills but might be pattern-based and thus supplemented by an inference machine. I use it a lot for that, and shaving chunks of time off tasks is a game changer.

Education is collaborative, slow and cognitively demanding. It requires reflection, and benefits greatly from interpersonal relations, and memory gains weight from emotionally valued experiences, best done with others.

Unfortunately, this guide posits the student work experience as something to be sped up and outsourced. "Delegate citation grunt work to ChatGPT" is the very first sentence. The tone is immediately one of "your learning tasks are laborious, and beneath you." You are being denied the fun stuff in learning, because your instructors are meanies.

Also, NONE of this encourages students to interact with other people. We know learning is a social activity, done with others and this student guide suggests replacing peers and an instructor. Other people are totally and intentionally removed from each of these steps. And that is counter to millennia of human learning patterns and educational research.

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Justin Reidy's avatar

Instead of releasing a guide, OpenAI could have easily shipped a new model selector (GPT-4o for students) which would literally just be the existing model with a student-specific system prompt. This doc feels more like PR than any substantive move to improve student usage of LLMs. OpenAI completely controls the interface, they don't need to rely on casual suggestions on a totally separate web page that students will likely never see.

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