Original link: https://limboy.me/links/the-amazing-ai-super-tutor-for-students-and-teachers/
Sal Khan (founder of Khan Academy) shared the practice of Khan Academy using GPT-4 to assist students in this TED video .
There is a famous 2 sigma problem in the field of education: the performance of students receiving one-on-one professional tutoring is two standard deviations higher than that of 1 (teacher) to many (30 students) students (corresponding to no professional tutoring and professional tutoring respectively. tutoring). To put it simply, if students do not learn well, the problem is often not with the students. If each student can get professional one-on-one tutoring, their grades can be significantly improved.
With the help of GPT-4, Khan Academy allows every student to have a professional tutor who is knowledgeable, patient and able to teach. When you get stuck in programming, you can ask it for help, it will analyze the code and give hints; if the math answer is wrong, it will find your crux through guided questions; you can write a novel with AI (you write half, it writes half, Crossover); “Reading Comprehension” will ask you questions and guide you to find the answer; it can even be substituted into a character in a novel, and then you communicate directly with the character.
The tuned GPT-4 can also help the teacher improve and reduce the burden on the teacher. For example, it will tell the teacher information about a certain knowledge point, and even give suggestions for the teacher how to teach a certain course (such as grouping students and playing different camps. ).
To make GPT-4 do this, the Khan team spent nearly 6 months on tuning, prompt engineering, and context completion. Sal Khan believes that AI can have a huge positive impact on education, allowing everyone on the planet to have a professional mentor.
The AI revolution brought about by the big language model has become a trend. “How to make good use of AI capabilities to enhance the competitiveness of products” is a question that many entrepreneurs are thinking about. The example of Khan Academy may provide an idea.
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