SAN JOSE, Calif., March 18, 2026 /PRNewswire/ -- The following report is from Deepblue Finance——
Walking into the main hall of the San Jose McEnery Convention Center for NVIDIA GTC 2026, you might expect to be overwhelmed by a tidal wave of silicon and compute jargon. Yet, the one thing currently stopping top engineers and analysts in their tracks is a highly futuristic monolith standing solo in the core lobby area—the Panoramic Intelligent AI Rack.
Prominently displayed right behind it in the NVIDIA MGX ecosystem zone is Jensen Huang's quote: "Together with our incredible MGX ecosystem, we are building the AI infrastructure of the next industrial revolution." The appearance of this rack turns that grand vision into a tangible physical reality.
The initial visual impact of the Panoramic Intelligent AI Rack comes from its outer shell. In live demonstrations, the glass panels—initially as deep and opaque as a black hole—instantaneously switch to fully transparent in sync with the compute workload, revealing the high-speed, RGB-illuminated server arrays humming inside. But to Silicon Valley engineers, this is far more than just visual "compute aesthetics."
As AI enters the era of the NVIDIA Rubin NVL72 architecture, compute density is approaching physical limits. Traditional metal racks are not only excessively heavy, but their internal thermal state is essentially a "black box." Leveraging the high-temperature rigidity and exceptional thermal emissivity of its crystalline substrates, this rack reconstructs the physical barrier into an active thermally conductive boundary. More importantly, it solves the Achilles' heel of liquid cooling systems: the hidden danger of "blind mating." The panoramic interface elevates high-pressure liquid cooling's black-box operations into a visualized, precision alignment engineering, eliminating the risk of fluid leakage at its physical root. Furthermore, compared to traditional steel racks, the aerospace-grade V1.2 glass architecture utilized by this cabinet significantly reduces the overall weight while maintaining extreme structural rigidity.
If you look closely at this rack, along with its accompanying precision coolant distribution units (CDUs) and heat dissipation carriers, you will clearly see the mark of YUANS. However, a hardware masterpiece that fuses top-tier materials science, complex fluid dynamics, and cutting-edge AI protocols is clearly not something a single company can accomplish alone. According to analysts well-versed in the supply chain, this rack was co-developed by Lens Technology, a leading AI hardware powerhouse, and Yuans. Lens Technology's profound expertise in aerospace-grade glass processing and precision manufacturing explains how this seemingly impossible physical form factor was realized with such high-level craftsmanship. It declares to the market that the next leap in the AI revolution lies not only in advanced chip nodes, but also in the radically new physical structures and materials science required to house that compute power.
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GTC 2026 Live: This "Breathing" Glass Rack Reveals the Physical Form of Next-Gen AI Compute as an Intelligent Lifeform
GTC 2026 Live: This "Breathing" Glass Rack Reveals the Physical Form of Next-Gen AI Compute as an Intelligent Lifeform
HONG KONG, March 18, 2026 /PRNewswire/ -- On March 17, Tencent Cloud successfully concluded its CodeBuddy AI Coding Boot Camp at the City University of Hong Kong (CityU), demonstrating how AI is enabling students from different backgrounds and disciplines to turn inspirations into impact. During the event, emerging technologies and trends like AI Agents and "Vibe Coding" are empowering non-technical students and professionals to transform creative sparks into functional applications, even if they have zero-to-low coding experience.
Defining the Future: From "Coders" to "Problem Solvers"
The Hong Kong finale, part of the "Tencent WeTech Academy x Tencent AI Campus Tour", featured insights from academic and industry leaders on the shifting talent landscape.
"The top talent of the future will be 'problem definers' rather than just 'code porters'", said Wang Shiqi, Associate Dean for College of Computing at CityU. "We are moving toward a world where individuals act as AI collaborators rather than mere tool users."
Yang Hui, Vice President of Tencent Cloud and Head of Tencent Education Solutions, revealed the internal impact of these tools: "Within Tencent's own software engineering teams using CodeBuddy, nearly 100% of code can now be AI-generated. Proficiency with AI tools will directly determine a professional's competitiveness in the future job market."
Real-World Impact: Tech for Social Good
The boot camp challenged 30 students from CityU's College of Computing and Department of Electrical Engineering to develop solutions for "Chronic Disease Management for the Elderly."
- Elderly-Care App: Sophomores Ni Fanxuan and She Zhiding developed a dual-perspective app for seniors and their children. By using CodeBuddy, they completed the core coding in just half a day, using natural language to call UI libraries for complex interactions.
- Community Fitness: A student named Calvin developed a sports community platform featuring "check-in" points and partner-matching. "Before this, I had zero knowledge of front-end pages, back-end logic, or database integration," Calvin noted. "CodeBuddy bridged those gaps, allowing me to build a Minimum Viable Product (MVP) that actually works, rather than just a hollow interface."
The Rise of the AI Agent: Introducing "WorkBuddy"
At the event, Tencent Cloud also spotlighted WorkBuddy, its self-developed desktop AI Agent. Unlike traditional chatbots, WorkBuddy is designed as a "digital colleague" capable of local execution and remote control across all platforms without complex deployment.
"WorkBuddy represents a leap from 'answering questions' to 'completing tasks'," said Wang Shengjie, Head of AI Products for Tencent Cloud Developers. "The core revolution of the Agent Era is shifting the user relationship from Q&A to Delegate and Execute. We are bringing AI directly into the daily professional workflow." Currently available to users in Mainland China, Tencent Cloud plans to introduce WorkBuddy to a broader international audience in the near future.
Building on the success in Hong Kong, the second phase of the AI Coding Boot Camp will launch in Singapore this month, covering high-growth sectors including EdTech, Smart Office, and Gaming.
About Tencent Cloud:
Tencent Cloud, one of the world's leading cloud companies, is committed to creating innovative solutions to resolve real-world issues and enabling digital transformation for smart industries. Through our extensive global infrastructure, Tencent Cloud provides businesses across the globe with stable and secure industry-leading cloud products and services, leveraging technological advancements such as cloud computing, Big Data analytics, AI, IoT, and network security. It is our constant mission to meet the needs of industries across the board, including the fields of gaming, media and entertainment, finance, healthcare, property, retail, travel, and transportation.
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Tencent Cloud Redefines Innovation: AI Coding Boot Camp Concluded Successfully in Hong Kong
Tencent Cloud Redefines Innovation: AI Coding Boot Camp Concluded Successfully in Hong Kong
Tencent Cloud Redefines Innovation: AI Coding Boot Camp Concluded Successfully in Hong Kong
Tencent Cloud Redefines Innovation: AI Coding Boot Camp Concluded Successfully in Hong Kong
