Artificial intelligence (AI) is playing an increasingly pivotal role in the development and optimization of quantum computing technologies. By leveraging machine learning algorithms, researchers can better understand quantum systems, optimize quantum circuits, and improve error correction methods. AI techniques assist in simulating quantum phenomena that are otherwise computationally intensive, enabling more efficient quantum algorithm design. Furthermore, AI-driven approaches help in calibrating quantum hardware and managing qubit coherence, which are critical challenges in scaling quantum computers. As quantum computing continues to evolve, the synergy between AI and quantum technologies promises to accelerate breakthroughs in fields ranging from cryptography to materials science.