This project evaluated a proprietary vision and voice AI math tutor, built on Google's Gemini model and Polya's heuristic framework, for effectiveness, efficiency, and satisfaction. The iPad app provides real-time tutoring as students write and speak. The study involved an expert analysis and interviews with 13 high school algebra students. Findings showed the AI was effective at guiding self-correction and highly efficient. However, students reported mixed satisfaction, praising its "cool" factor but finding the Socratic style too slow when simple procedural hints were preferred.#visionAI #voiceAI #mathTutoring
