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**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."