Between the evening of November 2 and the morning of November 3, the AI industry saw fresh moves across model architectures, computing infrastructure and industry deployment. Ten items worth noting:
DeepSeek unveils Super-agent architecture. Its Harness team published "Super-agent design exploration: toward more autonomous agent systems," using a dual-layer design, event-driven execution and compute-storage separation to break multi-task limits; an internal instance already finds and fixes software defects without being prompted (QbitAI, CNR).
China's AI inference data volume tops training for the first time. A CCID academy report shows daily token consumption exceeded 175 trillion by June 2026, up more than 1,000-fold from early 2024, marking the shift from training models to using them (S&T Daily).
2026 AI+ conference opens in Zhongguancun. The event centers on building a domestic AI innovation ecosystem showcasing homegrown compute and models (S&T Daily).
West China Hospital and Huawei launch a smart-medicine global model site. Four medical AI achievements debuted in Chengdu, moving hospital AI from single-point apps to system-level coordination (S&T Daily, Sina News).
Southeast University hosts a China-UK university presidents forum. Leaders explored higher-education reform and talent development in the AI era (CRI Online).
Digihail doubles down on agent subscriptions. The company says it will keep expanding its EIO Space and agent subscriptions, fusing enterprise software with factory-floor AI (Eastmoney).
The Beijing-adjacent compute corridor accelerates. Hebei data-center clusters "sit in Hebei, serve Beijing," absorbing spillover AI demand (Beijing Daily).
Zhangjiakou advances compute-power coordination. Green-energy-backed smart computing projects are speeding up, pairing compute buildout with grid dispatch (Hebei TV).
Sanhua calls data-center liquid cooling a strategic battleground. The thermal-management firm positions liquid cooling as a natural extension of its core business for AI data centers (Securities Star).
Guangdong factories speed up AI adoption. Large models are moving from feeding to running on production lines across Guangdong, rewriting the province's manufacturing playbook (Securities Star).
That's the Nov 3 AI daily brief, spanning model architecture, compute infrastructure and industry deployment.