Alibaba Cloud has developed a new pooling system called Aegaeon that significantly reduces the number of Nvidia GPUs needed for serving large language models, achieving an 82% reduction during beta testing. This innovative system allows for better GPU utilization by virtualizing access at the token level, enabling multiple models to be served simultaneously and increasing output efficiency. The findings suggest potential advancements for cloud providers in managing GPU resources, particularly in constrained markets like China.