As the AI computing race accelerates and semiconductor manufacturing capacity is increasingly redirected toward advanced memory, the memory industry is shifting from price-driven competition to a battle over resource allocation and supply security. The rapid expansion of high-bandwidth memory (HBM) production continues to consume advanced fabrication capacity, constraining the supply of conventional memory products and creating persistent shortages across the market. This concentration of high-end production has widened the supply-demand gap, driving the average selling prices of certain premium memory products to levels eight to ten times higher than previous norms

Rugged edge computing brand – Cincoze will showcase its latest embedded computing solutions at COMPUTEX Taipei 2026, from June 2–5 (Hall 2, Booth Q0401a). Cincoze will display its full range of edge computing solutions around the theme of "Smarter, Faster, More Reliable - Powered by Edge AI" encompassing the full spectrum of edge application environments in four dedicated zones, including DIN-Rail computers, industrial panel PCs and monitors, rugged embedded computers, and GPU embedded computers

Technology news, product launches and show highlights from the event attendees available for download (PDF).

SK hynix Inc. (or "the company", www.skhynix.com) announced today the launch of the iHBM solution that embeds integrated cooling elements(ICEs) within the high-bandwidth memory(HBM) package for next-generation HBM products.Heat management has become a critical challenge as HBM technology advances with higher stacking and faster speeds to cater to the surging demand for AI data processing.The efficient management of power density in the Die-to-Die Physical Layer (D2D PHY) - the interface connecting HBM and GPU - has emerged as a key factor defining the competitiveness of next-generation HBM.With the iHBM solution, the company has taken a structural approach to addressing the heat management issue. Existing HBM products rely on an indirect cooling method that draws heat away through the core die. In contrast, the iHBM solution places ICEs directly in the D2D PHY area where heat concentration is the highest, creating an additional 'heat dissipation path'. This latest heat management solution helps reduce thermal resistance by 30% and enables chips to operate stably even in high-temperature and high-pressure conditions.The company's mass-production capabilities also serves as a key advantage. SK hynix's Wafer Level Packaging(WLP) process, based on its market-proven Mass Reflow Molded Underfill(MR-MUF) technology, enables stable high-volume production of iHBM-equipped chips. Furthermore, the solution offers high design compatibility with existing System-in-Package(SiP) architectures, allowing customers to adopt the new thermal technology with minimal design adjustments.Through the iHBM solution, slated for deployment in next-generation HBM products, including HBM5, SK hynix aims to increase the stability and operational efficiency of HPCs, AI data centers by meeting heat management standards required in high-density and high-bandwidth environments."iHBM is an optimal solution for thermal management, combining our memory design capabilities with advanced packaging technology," said Kangwook Lee, Senior Vice President and Head of PKG Development at SK hynix, adding "The company will cement its AI memory leadership by taking preemptive steps to offer values needed in the AI environment for its customers."

As generative AI and intelligent applications continue expanding from cloud infrastructure into real-world environments, demand is rapidly increasing for Edge AI platforms capable of delivering real-time computing, low latency, space efficiency, and long-term operational stability. At COMPUTEX 2026, Shuttle Inc. will showcase a series of Edge AI computing platforms powered by Intel Core Ultra processors, highlighting AI-ready edge computing systems designed to accelerate practical AI deployment across commercial and industrial environments.As AI applications continue expanding into retail, healthcare, smart manufacturing, and visual computing environments, Shuttle continues to focus on compact and deployment-ready Edge AI platforms designed for different spaces and operational requirements.At COMPUTEX 2026, Shuttle will present Edge AI platforms ranging from compact 1-liter systems to expandable 5-liter AI workstations, supporting workloads including visual AI, intelligent analytics, digital signage, healthcare applications, agentic AI workflows, and industrial automation.Among the featured systems, the DB860 supports multi-display output and rich I/O connectivity for digital signage, retail analytics, and control center applications. The XB860G2 provides PCIe Gen5 expansion capability for GPU and AI accelerator integration targeting advanced visual analytics workloads. The ultra-compact NT20H delivers up to 99 TOPS AI performance for space-constrained edge deployments, while the fanless BPCAR03 industrial platform is designed for smart factory and AIoT environments requiring wide-temperature support and long-term reliability.In addition to hardware platforms, Shuttle will also demonstrate several Edge AI deployment scenarios across commercial and industrial environments during COMPUTEX 2026.Experience the future of Edge AI with Shuttle at COMPUTEX 2026! We warmly invite our industry partners to join us from June 2–5 at the Taipei Nangang Exhibition Center, Hall 2, 4F (Booth R0114). Connect with our team and explore our latest solutions in action. Click here to book your exclusive meeting or download our newest product highlights today!

As Artificial Intelligence (AI) applications rapidly expand from cloud computing to edge computing, smart manufacturing, networking equipment, and AI PCs, stable and high-efficiency power supply has become the critical foundation for AI system operations. FSP Group will make a major appearance at COMPUTEX 2026 under the theme "Powering AI Together," showcase to  comprehensively demonstrate its AI power solution layout from data centers to end-user devices.Collaborating with Global ICT LeadersThis year, FSP Group has joined forces with multiple AI and Information and Communications Technology (ICT) leaders to demonstrate application results. Partners include Advantech, AIC, ARBOR, Chenbro, CyberTAN, UNEEC, Intel, SPARKLE, Trust5 intelligence and Uniwill.Through live system demonstrations, FSP will showcase how its power solutions are successfully integrated into AI servers, industrial PCs, and smart devices, further driving the rapid implementation of AI business applications.Focusing on Critical Power Infrastructure in the AI EraThis exhibition showcases FSP's AI power solution portfolio spanning from data centers to end devices, focusing on the critical power infrastructure driving the AI era, including: Data Center Power Shelf, Battery Backup Unit (BBU) Shelf, Networking Power Solutions, CRPS Solutions, Industrial PC (IPC) Power Solutions, USB PD Fast Charging Solutions, Grid Resilience Solutions, AI PC Power Solutions.These exhibits fully demonstrate FSP's comprehensive technical strength from core infrastructure to terminal applications.High-Performance Computing and Edge AI ApplicationsData center solutions focus on AI servers and High-Performance Computing (HPC) applications, providing high-efficiency and reliable power support tailored for high-power, high-density, and redundancy requirements. Meanwhile, networking and edge computing applications cover diverse scenarios including PoE switches, network switches, embedded systems, and edge AI servers, aiming to meet the power demands of various AI architectures."Micro Customization" as a Core Competitive EdgeFSP stated that in the face of rapid AI market development and diversified application needs, the company continues to leverage "Micro Customization" as its core competitive advantage. By providing highly flexible and reliable power solutions tailored to different application scenarios, FSP helps customers shorten development cycles and enhance system stability and market competitiveness.Complete Layout for High-End Consumer and Retail MarketsIn addition, FSP showcased a variety of products tailored for AI workstations. This impressive lineup features high-wattage power supplies such as the CANNON 3300W, the TWINS PRO 1400W ATX(PS2) redundant power supply, the high-power TWINS CRPS 3200W redundant power supply, and the 80 PLUS Titanium-certified MEGA TI 1650W White Edition. On the chassis front, FSP introduced multiple 4U Tower/Rack hybrid AI chassis, alongside the S210 chassis, specifically designed for compact performance and certified with NVIDIA SFF READY.  Providing a complete solution from power supply to chassis cooling, this display fully demonstrates FSP's comprehensive product layout in both enterprise-level applications and high-end consumer markets.With the rapid advancement of AI applications, power supplies have evolved from backstage components to the critical core of system performance and stability. Through COMPUTEX 2026, FSP Group will further demonstrate its technical prowess and industrial layout in the AI power sector.For more information on FSP products, please visit.