Conversational Voice AI in education has the potential to revolutionize learning by offering personalized tutoring at a fraction of the cost of human tutors, with significant implications for engagement, focus, and assessment. Companies like Chess.com, Coursology, and SchoolAI illustrate how voice AI can enhance learning experiences by enabling deeper immersion, facilitating interactive inquiry, and providing valuable insights into the learning process. Voice technology liberates visual attention, allowing students to concentrate more effectively, while the ability to interrupt and engage with content dynamically enhances understanding. Furthermore, AI's capability to generate metaknowledge about learning patterns offers educators unprecedented visibility into student progress, transforming how education is delivered and understood. As AI tutoring becomes more accessible, these innovations suggest a significant shift from traditional content delivery to a more interactive, insight-driven approach, positioning voice AI as a pivotal tool in reshaping education.