FeynmanCam Tutor

FeynmanCam Tutor turns student video/audio explanations and textbook page photos into structured concept-gap maps, Socratic follow-up ladders, and targeted mini-lessons in under 60 seconds using the Feynman technique.

### The Problem
Students mistake passive reading for real understanding. Gaps surface only when sitting for exams or solving unfamiliar problems. Traditional private tutoring costs €30 to €80 per hour and cannot be accessed at 11 PM before a midterm. Self-assessment quizzes only test rote recall rather than deep relational mental models.

### The Solution
Using Richard Feynman's teach-back technique, FeynmanCam Tutor listens to the student explain a concept in their own plain words, analyzes their reasoning structure using multimodal AI, identifies false assumptions and missing bridges, and generates a personalized Socratic ladder to guide the learner to true mastery.

### Key Capabilities
- Verbal & visual explanation concept extraction (voice recordings, video, diagrams)
- Misconception pinpointing with exact timestamp / phrase evidence references
- Socratic question ladder calibrated to the student's current cognitive stretch
- Confidence-vs-accuracy calibration index to eliminate the illusion of competence
- Parent and educator progress digest with mastery breakdown per core concept
- Instant PDF study guide and concept gap report export

### How It Works
Sign in with your Sensifai account, record or upload your explanation (along with an optional textbook photo), and receive a structured concept gap analysis and Socratic tutoring session metered at €0.05 per request from your prepaid Sensifai wallet.