<ul><li>Future wireless communication networks are moving towards intelligent, immersive experiences based on multi-agent collaboration and 6G native artificial intelligence.</li><li>This paper analyzes the challenges of achieving 6G native AI and proposes a framework based on foundation models to address those challenges.</li><li>The framework includes an integration method for expert knowledge, customization for foundation models, and a novel operational paradigm.</li><li>A practical use case of the framework is applied to achieve the maximum sum rate in a cell-free massive MIMO system.</li></ul>

Toward 6G Native-AI Network: Foundation Model based Cloud-Edge-End Collaboration Framework

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