Dr. Jasper Zhang

The talk argues that the escalating demand for AI compute, particularly GPUs, does not necessitate solely building more data centers. Instead, it proposes that a GPU marketplace and intelligent resource allocation can significantly address this demand more efficiently and sustainably. The core idea is to leverage underutilized existing GPU capacity rather than exclusively expanding physical infrastructure.