This brief covers the industry's November 7-9 window. Open-source models and agents keep pushing outward, and government, healthcare and education deployments have entered a dense delivery phase. Ten items, one by one.

USTC releases open-source RNA foundation model University of Science and Technology of China published an open-source RNA sequence foundation model, essentially carrying the AI foundation-model playbook into life-science sequence research. (Sina Finance)

Jensen Huang's Europe tour secures $2 billion The Nvidia CEO's European trip locked in $2 billion of investment, with particular weight on the open-source AI ecosystem. (Sina)

Wenzhou accelerates AI healthcare scenarios The city announced large-scale development of brain-computer-interface rehabilitation and AI drug R&D scenarios. Medical AI is moving from pilot projects to city-level rollout there. (Dajiankangpai)

Shenyang launches "zero-form" transport service Shenyang's transport-government "no-feel" service is now live, meaning no application, no documents, no office visits, and permits auto-renewed on expiry. (ifeng)

Yangcheng Cup cybersecurity contest closes The 2026 Yangcheng Cup wrapped up with AI prompt attacks and LLM data leakage on the exam. AI offense-defense has entered competition in a systematic way for the first time. (Guangzhou Daily)

AI agents take over an 80k-star open-source company An open-source project with 80,000 GitHub stars now has coding, task assignment and bug triage all run by AI agents. (BAAI Community)

Shanghai Chuangzhi College hosts an unusual career fair PhD students presented their research on posters while companies came to poach talent. AI talent-to-industry matching has moved onto campus. (Shanghai Observer)

Hudie Medical rewrites ultrasound access with one chip Its chip-based ultrasound design takes scans out of hospitals and into grassroots settings. (ifeng)

Liyang Chip enters storage-chip testing Liyang Chip partnered with Jushi Chemical on storage-chip testing, extending AI-era collaboration across the optics-storage-compute chain. (Sina Finance)

Hebei's "digital brain" powers Beijing-adjacent compute cluster The province is orchestrating its computing cluster around Beijing with a "digital brain," pushing regional compute coordination forward. (Sina)

The week's center of gravity keeps shifting from model capability to scenario delivery, and the dense moves in government and healthcare are the clearest signal.