Artificial Intelligence (AI) holds transformative potential for education by personalizing learning, enhancing teaching effectiveness, and streamlining administrative tasks. This paper explores key applications of AI in education, focusing on personalized learning platforms, AI-driven tutoring systems, and automation of administrative processes. Through machine learning, AI can tailor content to meet individual student needs, preferences, and abilities, promoting more effective and inclusive learning experiences. Building on this, we introduce the concept of hyper-personalized learning through Agentic AI as a novel advancement. Unlike traditional personalization approaches, Agentic AI enables dynamic, real-time adaptation by treating AI systems as autonomous agents that actively plan, reason, and interact with students. These intelligent agents can continuously adjust learning pathways based on a student’s evolving goals, emotional states, and learning behaviors, offering a deeply individualized and responsive educational experience. AI-powered tutoring systems provide real-time, targeted feedback, helping students overcome challenges and enabling continuous academic growth. For educators, AI reduces administrative burdens by automating grading, scheduling, and record-keeping, freeing up time to focus on student engagement and instruction. Beyond traditional classrooms, AI supports lifelong learning by delivering personalized content that helps individuals remain adaptable in a rapidly changing workforce. This paper also examines the ethical considerations surrounding AI in education, including issues of privacy, bias, and access. By analyzing current advancements and challenges, the study highlights opportunities for integrating AI, including hyper-personalized, agent-driven approaches, to foster equity, accessibility, and inclusivity in global education systems. Ultimately, this comprehensive analysis aims to demonstrate how AI, particularly through the novel lens of hyper-personalization using Agentic AI, can redefine the educational experience and drive meaningful improvements in learning outcomes for students worldwide.