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These troubles consist of the need for State-of-the-art AI styles which can tackle the heterogeneity of 6G networks, guaranteeing stability and privacy, and building productive resource management methods to support the calls for of AI-driven applications. Addressing these concerns is very important for unlocking the full probable of AI in future-e