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Generative AI, also known as generative adversarial networks (GANs), is a cutting-edge technology that has found significant applications in the field of autonomous vehicles. It involves the use of machine learning algorithms to generate new and realistic data that can be employed in training and testing autonomous driving systems. The integration of generative AI in autonomous vehicles has the potential to enhance their perception, decision-making, and overall performance. The market for generative AI in autonomous vehicles is expected to continue expanding in the coming years due to the increasing demand for autonomous vehicles and the need for comprehensive testing and validation processes.