Inspiration In an era where AI permeates every aspect of life, traditional education has fallen behind. Classrooms are overcrowded, feedback cycles are painfully slow, and existing learning tools primarily serve top-performing students while leaving many others behind. We were inspired by the imminent intersection of AI and education—not as a distant future possibility, but as an urgent necessity. We envisioned a system where teachers reclaim precious time for deep student interaction and personalized instruction, while every student receives truly individualized guidance that fosters independent thinking rather than dependency on step-by-step answers. What it does EduGuide is an Autonomous Teaching Agent Network that revolutionizes education through several key innovations: - Intelligent Auto-Grading: Unlike platforms like Google Classroom that only handle submission, EduGuide automatically grades assignments with high accuracy in minutes rather than hours, analyzing handwritten answers via MiniMax multimodal recognition. - Socratic AI Tutoring: Instead of delivering direct answers, it employs the Socratic method—guiding students to think independently through strategic, sequential questions that lead them to discover solutions themselves. - Feynman Method Integration: Students can switch to “teaching mode” where the AI plays a confused student, forcing users to explain concepts in their own words while the AI evaluates understanding gaps and logical flaws (3x knowledge retention improvement). - Elastic Knowledge Boundaries: The system solves homework first, then moderately expands to student interests based on 24/7 monitoring of arXiv, GitHub, and tech news, before naturally returning to curriculum topics—solving the “why am I learning this” motivation problem while maintaining exam focus. - 2-Minute Closed Loop: Teachers upload problem images → AI auto-identifies question types and rubrics → one-click publish (under 2 minutes); students receive instant grading with unlimited follow-up explanations until mas
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