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As Large Language Models continue to advance, the pursuit of Artificial General Intelligence raises critical questions about technical feasibility and fundamental requirements. This analysis delves into the current state of LLMs, their limitations, and the potential pathways toward achieving AGI, highlighting the complex interplay between scaling, architecture, and novel approaches in AI development.

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