As artificial intelligence (AI) continues to revolutionize industries, the need for more flexible and efficient infrastructure to manage AI workloads has become paramount. Hybrid AI, which enables the intelligent routing of AI workloads between artificial intelligent personal computers (AI PCs) leveraging small language models and cloud servers for large language models, is emerging as a critical solution.