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The INSPIRE Summer School is an annual international training event designed to empower students, researchers, and professionals with cutting-edge knowledge and hands-on experience in Artificial Intelligence and its real-world applications. Through an immersive blend of lectures, practical workshops, and collaborative projects, participants explore emerging AI paradigms, from deep learning and computer vision to generative and responsible AI. Each edition of INSPIRE highlights a specific theme at the intersection of AI and innovation, fostering cross-disciplinary collaboration between academia and industry. Beyond technical learning, the school offers a vibrant environment for networking, idea exchange, and the creation of future research and entrepreneurial partnerships.