Magic is dedicated to building safe Artificial General Intelligence (AGI) that can accelerate human progress on the most pressing global challenges. The organization pursues advancements in research and code generation, with the aim of refining models and enhancing alignment safety more effectively than human efforts alone. By employing cutting-edge techniques in frontier-scale pre-training, domain-specific reinforcement learning, and ultra-long context processing, Magic strives to set a new standard in AGI development. The company values integrity, collaboration, and a hands-on approach, fostering a culture where quick learning and adaptability are as crucial as technical skills. With a commitment to quality, Magic seeks to create solutions that truly feel transformative in the pursuit of progress.