This chapter explores how artificial intelligence (AI) is revolutionizing educational assessments by enabling the creation of innovative question types and formats that go beyond traditional approaches. It highlights AI’s role in generating open-ended questions, interactive simulations, and multimedia-rich assessments, fostering deeper engagement and the evaluation of higher-order thinking skills such as critical analysis, problem-solving, and creativity. The chapter examines how these advancements enhance inclusivity and equity while addressing challenges like accessibility, cognitive load management, and cultural relevance. Practical examples and emerging trends, such as the use of augmented reality (AR) and virtual reality (VR) in assessments, provide insights into the future of dynamic and immersive evaluation. The chapter emphasizes the importance of ethical considerations and inclusive design in leveraging AI to create meaningful and equitable assessment experiences.