Shanghai's Municipal Planning and Natural Resources Bureau released the first batch of 'quantum city' government agents, built on an upgraded version of Yuyu Xingkong (云宇星空), an industry foundation model the bureau developed with SenseTime's large-scale compute arm (大装置). SenseTime delivered three of the agents: Yuzhi Heluo (禹智河洛) for flood-forecast dispatch, Dalu Zhiyan (大略之眼) for spatial insight, and Xiangui Xiaogongdan (详规小工单) for planning review. SenseTime says the model was grounded in about 13,000 curated question-answer pairs and a 1.5-billion-token corpus covering planning, surveying and natural-resources work. For the flood-control agent, it reports that spatial computing, dynamic simulation and dispatching efficiency improved by 65%, 70% and 80% respectively, and that the system can run simulations two to 48 hours ahead.
Our takeOur take: This is the pattern to watch in Chinese AI — not a chatbot, but a model wired into a government workflow with named owners and measured gains. The 80% figure is the company's own claim about one city river basin, so treat it as a vendor number, not an audit. Still, an industry foundation model tied to real planning data is a firmer sign of 'AI+' reaching the ground than any demo reel.