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Artificial General Intelligence (AGI) is a research field aimed at developing systems capable of imitating all human cognitive abilities and applying these capabilities across diverse problem domains. Unlike narrow AI, AGI possesses the ability to learn and apply knowledge like a human, not just in specific tasks but across a wide range of problems. As a result of these advancements, hybrid systems are being developed to enhance human-machine collaboration. These systems work alongside humans, p