AI Tutoring & Personalized Learning

Overview Bloom's "2 Sigma Problem" states that students tutored one-on-one perform two standard deviations better than classroom students. AI makes one-on-one tutoring scalable and free.

Capabilities

1. Socratic Method Instead of giving the answer, the AI asks guiding questions. Prompt: "I don't understand photosynthesis. Teach me like a 10 year old, but don't just tell me. Ask me questions to help me figure it out."

2. Personalized Analogy "Explain the TCP handshake using a Basketball analogy."

3. Feedback Loop "Here is my essay. Correct the grammar, but also explain why I made those mistakes so I can learn."

Khan Academy (Khanmigo) Khan Academy integrated GPT-4 to act as a deeply integrated tutor, checking math steps line-by-line.

Risks

• Hallucination: Teaching wrong facts can be dangerous.
• Cheating: Students using AI to do the work instead of learning.

AI shifts education from "Factory Model" (One size fits all workflow) to "Personalized."