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For AGI to become truly autonomous, it must achieve a higher level of generalization, reasoning, and adaptability. One possible breakthrough could be multi-modal learning, where AI seamlessly integrates text, vision, and sensory data like humans do. Another key factor is causal reasoning, enabling AI to understand cause and effect rather than just correlations. However, the question remains—how do we balance AGI’s autonomy with ethical and safety constraints?