I'm all for saving money where you can, but these models really aren't great for learning because they love giving you answers and it's so easy to get an answer, but the process to get to the answer is how you actually learn. Unless you put guardrails in place to actually learn, I don't think this advice is good.
I’ve found LLMs to be very good at teaching. Better than I expected.
You have to tell it what you want out of the session. A kid could just type in the question and get the answer, but that’s not tutoring.
When I use them for learning I tell it my goal, summarize my current status, and then tell it to teach me incrementally with a quiz after each step. You can get fancy and have it reach back into history to throw in extra refresher questions.
It uses very few tokens compared to a coding session so you can use the highest model for this and the usage is negligible. Using the top model available to you is important to keep things accurate. I wouldn’t have trusted this back in the GPT 4 or Sonnet days, but with Opus, Astra, or Fable it’s great.
For longer sessions set up a directory and have it keep notes about your progress, problem points, and what was covered in the past.
disagree- i used it for the last few years of coursework preparing for exams. If you give it context (i'm studying for an exam, do not give hints unless asked, your objective is to help my understanding) it is incredibly helpful. This isn't advice, it's a company going out of business.
As a teacher, this is obvious. But when you ask a student 'do you want to learn?' they don't actually understand the question.
I don't know if I agree, if I ask a physics question it will show me the process to get to the answer, and it's really nice to have something to talk to with infinite patience to dig down into steps you don't understand. I learned a ton about implementing machine learning from using AI models. Obviously that takes a level of curiosity and effort on the learners part, but with a pretty minimal system prompt I think you'd get a pretty great tutoring system.
They rule for maths. I had an extremely good experience going from high school trig through multivariable calc with them over a year. Best math teacher I ever had.
My daughter worked on learning for various classes by building her own plugin and skills for tutoring that uses various techniques of teaching without revealing answers, giving advice on homework questions without disclosure, etc. She overlaid with the personality of her stern gymnastics coach. It was surprisingly effective and I was pretty impressed at 11 she had the sense to not go straight to the answers. I think the “oh the kids” hand wringing is always overblown with kids - it’s the adults that don’t adapt well.
The ChatGPT web app, though apparently not the desktop app, does have a study mode where it will not give you the answer but will help you reason through the problem like the world's most knowledgeable, most attentive teacher.
Students have always had the curriculum and standard study material, it was always possible to study alone, but the teacher mostly provides an interactive gap-bridging layer, and the classroom setting provides some level of obligation, I could be wrong but I don't know why AI can't fulfill the interaction layer part.