There is a clear sense that AI can be a disruptive enabler to build a more agile and efficient future network. However, despite the constant efforts from researchers and engineers, the potential of AI is far away from being fully exploited and there's still a great gap between the current intelligence level of the network and our fancy expectations for it. Hence this panel is proposed to discuss the challenges and opportunities that we may face in "AI for 5G and beyond" exploration.