Alibaba's T-Head has evolved from an internal project into a major cloud infrastructure chip platform, reporting over 560,000 AI accelerator shipments. The division's full-stack approach, including the Zhenwu M890 chip and Panjiu AL128 system, aims to optimize Alibaba Cloud's cost structure and support agentic AI workloads for external commercial customers.