Behind the daily service of 6 trillion tokens, how does SenseTime's large-scale computing infrastructure improve inference efficiency?

What happened: At the CSDI Summit in Shenzhen on October 16, SenseTime's large-scale computing unit (商汤大装置) VP and CTO Xuan Shanming described the company's heterogeneous inference cluster work, including PD separation and cross-domain PD Why it matters: Xuan said the key competitive factor is no longer how much compute a company owns but how efficiently it produces high-quality Tokens through architecture innovation, heterogeneous coordination, and scheduling. He said scarce in the Agentic era is not chips but the system capability to produce Tokens steadily at low cost and high grade. Coverage: 3 outlets in 24h

SenseTime's 6 trillion daily tokens highlight infrastructure scale and inference efficiency focus.

SenseTime's 6 trillion daily tokens highlight infrastructure scale and inference efficiency focus. — impact context not separately stored; see What changed.