Sunix PCIe and M.2 AI Accelerators with Hailo Processors and MediaTek Genio SOM

Posted by – June 4, 2026
Category: Exclusive videos

Sunix presented its range of industrial connectivity, IoT, and edge AI hardware at Computex 2026. Established in 1986 and based in Taiwan, the company designs custom integrated circuits for serial and CAN bus communication, utilizing foundry resources from TSMC and UMC. Sunix emphasizes hardware validation and reliability for industrial PC applications, transitioning over nearly four decades from original PCI I/O controllers to PCIe and M.2 formats.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The company’s edge AI acceleration hardware includes PCIe cards and M.2 modules developed in collaboration with Hailo. These solutions are offered in configurations utilizing one, two, or four Hailo AI processors. Designed for low power consumption, the PCIe accelerators run directly off motherboard slot power without requiring auxiliary power cables. The modules deliver up to 40 TOPS of AI performance, enabling real-time local inference and support for large language models, including 3.8 billion and 7 billion parameter Llama models.

For software deployment, Sunix hardware interfaces with Hailo model conversion utilities to compile neural networks for the Hailo AI system-on-chip. At the exhibition, Sunix demonstrated image analysis and automatic detection capabilities using a video management system powered by Network Optix software. This architecture enables real-time edge-based inferencing on customer devices without relying on cloud resources.

Sunix also showed IoT and computing module solutions, including a System on Module (SOM) based on the MediaTek Genio 720 SoC. This smart module features an integrated neural processing unit delivering up to 10 TOPS, targeting edge AI applications such as digital signage players with HDMI output when integrated into ODM partner systems. Other remote I/O products gather data from serial sensors, AI sensors, and input devices over the internet, utilizing M.2 to digital I/O interfaces.

For high-performance connectivity, Sunix exhibited a USB4 host card certified by the USB4 community. The card supports up to 100W power output, enabling single-cable connectivity for power and display signals to devices such as medical-grade monitors. Additionally, the company provides KFD CAN bus communication cards for integration in specialized systems like autonomous driving buses, where they serve as the central interface for collecting telemetry and operational data.

source https://www.youtube.com/watch?v=xGl6bEEXDrs

Gigabyte AI Top 500: Local 600B Parameter LLM Desktop Training Hardware

Posted by – June 4, 2026
Category: Exclusive videos

Gigabyte AI Top 500 showcased local artificial intelligence training and inference hardware at Computex 2026, centering on the GRX50 motherboard. The platform features eight memory slots supporting up to 2 TB of total memory capacity. In the demonstrated configuration, the board was equipped with 768 GB of system memory utilizing 96 GB modules, paired with NVIDIA RTX 5090 graphics cards to handle demanding AI workloads directly at the desktop.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The system enables running massive artificial intelligence models locally without requiring specialized industrial power infrastructure. Operating on standard household or office voltage, the baseline configuration consumes approximately 1,600 watts of power. For scaling performance, the platform supports dual power supplies and multiple RTX 5090 GPUs, raising the total power budget to 3,200 watts to handle complex, multi-GPU configurations.

A key hardware integration is the Phison AI TOP 100 SSD, which acts as a memory extension to enable execution of models far exceeding physical GPU VRAM limits. While a standard RTX 5090 setup can run a 20 billion parameter model using its onboard VRAM, combining it with 768 GB of system memory expands capacity to a 400 billion parameter model. Incorporating the specialized Phison AI TOP 100 SSD allows the system to process models with up to 600 billion parameters.

The software environment supporting the hardware allows users to run, evaluate, and test a wide variety of open-source models, including Llama 3.2 3B, DeepSeek 671B, Gemma, and Qwen. It supports multiple precision levels such as FP4, FP8, FP16, and FP32, providing a benchmarking framework to help operators determine the optimal balance of speed and accuracy for their specific workflows. In a practical enterprise demonstration, the system processed 80 concurrent insurance consultation queries using Llama 3.2 3B in 22 seconds.

For mainstream applications, mid-range solutions based on AMD and Intel architectures are also available. The Intel mainstream platform features the Z890 chipset and supports dual RTX 5090 graphics cards, running models up to 400 billion parameters for budget-conscious setups. To ensure stability during continuous 24/7 training runs, these systems incorporate thermal enhancements including optimized airflow venting and integrated dust defense mechanisms.

source https://www.youtube.com/watch?v=37vSBaiJKcI

DJI 20260603031949 0009 D CHAR withad ARTOP 500 Local LLM Motherboard with GRX50 and RTX 5090

Posted by – June 4, 2026
Category: Exclusive videos

DJI 20260603031949 0009 D CHAR withad showcased its latest AI hardware solutions at Computex 2026, highlighting the flagship ARTOP 500 system designed to run large language models locally on standard office power. The ARTOP 500 is built on the GRX50 motherboard, which features memory slots supporting up to 2TB of memory. In the demonstrated configuration, the motherboard was equipped with 768GB of memory consisting of eight 96GB modules. The system integrates NVIDIA RTX 5090 GPUs, supporting up to two of these graphics cards to handle demanding computational workloads. For alternative configurations, the platform is also compatible with AMD hardware, including the AMD Ryzen 9700X processor.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The ARTOP 500 system enables local deployment of extremely large AI models, supporting parameter sizes up to 600 billion. When relying solely on the VRAM of the NVIDIA RTX 5090 GPU, the system can run a 20 billion parameter model. By utilizing the 768GB of system memory, the capacity expands to handle models up to 400 billion parameters. To achieve the maximum 600 billion parameter capability, the hardware is bundled with an ARTOP 100 1TB SSD, leveraging storage to run larger language models that would otherwise require data center infrastructure.

A key design aspect of the ARTOP 500 is its power efficiency and deployment simplicity. The hardware operates on standard household and office voltage without the need for specialized power converters. The baseline configuration draws 1600W of power, while adding a second graphics card utilizes an additional power supply unit to bring the total capacity to 3200W. This standard voltage compatibility allows enterprises to deploy large language models directly on office desks or within standard workspace environments, avoiding the need for dedicated server room infrastructure or high-voltage power installations.

To demonstrate real-world performance, the platform was showcased running a demo kit tailored for an insurance industry use case. The test simulated 80 simultaneous users submitting unique queries to the Llama 3.2 3B model. The ARTOP 500 processed all 80 concurrent chat requests and returned responses in 22 seconds. The system has validated over 100 language models, including DeepSeek V1 671B, Llama, Gemma, and Kimi K2.5. The testing suite also allows users to evaluate model speeds across multiple precision levels, including FP4, FP8, FP16, and FP32, to optimize performance.

For mainstream and mid-tier deployments, the product lineup includes the ARTOP 400s, which features compatibility with both AMD and Intel chipsets, including the Intel 890 chipset. The ARTOP 400s supports up to two NVIDIA RTX 5090 GPUs and runs models up to 400 million parameters. To ensure reliability during continuous 24/7 AI model training and inference workloads, the chassis design features a specialized ventilation door to optimize airflow across key chipsets, along with integrated dust filters to prevent contamination and maintain thermal stability.

source https://www.youtube.com/watch?v=O3AzI64yPq4

Gigabyte AI Top Atom: Clustering GB10 Grace Blackwell Superchips for 4-Petaflop Local AI

Posted by – June 4, 2026
Category: Exclusive videos

Gigabyte AI Top Atom is a compact personal AI supercomputer designed to enable local AI model training, fine-tuning, and inference. Built around the NVIDIA GB10 Grace Blackwell Superchip, each individual hardware unit delivers up to one petaflop of FP4 computing power and features 128GB of coherent unified LPDDR5X memory. At Computex 2026, the platform demonstrated its clustering capabilities by connecting four units together to form a unified four-petaflop workstation system.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

To enable high-speed clustering, the hardware uses an NVIDIA ConnectX-7 network interface card connected to a high-bandwidth switch. This configuration supports 200 GbE bandwidth using fiber ethernet cables terminated with QSFP connectors to ensure low latency and high throughput. Although GIGABYTE officially announces cluster configurations of up to four units, the networking infrastructure allows scaling to eight units if an eight-port switch is deployed, enabling even larger model footprints.

The system is designed to run large language models and other complex computational tasks locally. A single Gigabyte AI Top Atom box can run models with up to 120 billion parameters, while a clustered four-unit setup scales the capacity to handle models containing up to 480 billion parameters. Users can choose to cluster the units together to operate as a single supercomputer or partition them to run separate AI agent workloads concurrently.

A key application demonstrated at the event is the autonomous orchestration of thermal simulations using the open-source OpenClaw agent framework. In this workflow, one Gigabyte AI Top Atom acts as the commander agent running OpenClaw, which manages and automates the simulation tasks. The commander distributes workload instructions to three subordinate units running GROMACS molecular dynamics simulation software to compute thermal interface material properties for 1000W Blackwell processors.

By automating over 100 iterative simulation runs, the OpenClaw agent optimizes the material formulas without manual intervention. This distributed workflow reduces simulation times from a full week on a single unit to just two days across three units, representing at least a threefold speedup. The resulting recipe optimized the heat dissipation channels, converting them into straight lines that allow heat to escape the chip efficiently and improving thermal performance from 22 to 4.2.

source https://www.youtube.com/watch?v=A5UYT5evi9w

Gigabyte WRX90 AI Top Motherboard for AMD Ryzen Threadripper PRO 9000 and 7000 WX-Series

Posted by – June 3, 2026
Category: Exclusive videos

Gigabyte presented the WRX90 AI Top motherboard at Computex 2026, designed for local workstation-class AI training and inference. The board features the AMD WRX90 chipset and supports AMD Ryzen Threadripper PRO 9000 and 7000 WX-Series processors. It acts as a foundation for multi-GPU configurations, facilitating memory expansion and high-speed data transmission for large language models and other compute-intensive workloads.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The motherboard features seven native PCIe Gen 5 slots on the board. Six of these slots operate at full x16 bandwidth, while one slot operates at x8 bandwidth. An integrated MCIO 8i connector allows expansion for two additional GPUs, bringing the total supported GPUs to nine, or can be used for extra M.2 storage expansion. This storage architecture supports one PCIe Gen 5 M.2 SSD and two PCIe Gen 4 M.2 SSDs, which can be configured in RAID.

To manage the thermal output of high-density hardware, the board utilizes an active cooling system. This includes a cooling tower with two active fans to cool up to eight ECC RDIMM slots, supporting up to 2 TB of memory. The VRM features a 32+3+3 power phase design with dedicated active cooling, ensuring stable power delivery to the CPU under sustained loads. The AMD WRX90 chipset and primary M.2 slots are also covered by active thermal cooling.

For network connectivity and system management, the motherboard is equipped with dual 10GbE LAN ports. System administrators can utilize the integrated ASPEED AST2600 BMC controller for server-grade remote management via IPMI. The platform also supports USB4 connectivity and DisplayPort input/output configurations.

Power delivery is managed through support for dual power supply units, allowing users to connect multiple PSUs to satisfy the power demands of multiple graphics cards. A single 1600W power supply unit with native 16-pin PCIe 5.0 power connectors can support up to four GPUs, while adding a second unit enables full multi-GPU deployments. The physical layout of the motherboard is optimized for integration into dedicated workstation cases or 5U rackmount servers.

source https://www.youtube.com/watch?v=MKz4Qfwc994

Asus RTX Spark Mini P Cand Laptops: Windows 1 Petaflop Mini PC for 120B Local LLMs

Posted by – June 3, 2026
Category: Exclusive videos

Asus RTX Spark Mini P Cand Laptops showcased its latest hardware lineup at Computex 2026, centering on a high-performance AI mini PC designed for local generative AI workloads. This hardware serves as an AI endpoint for developers, content creators, and gamers, providing a clean desktop setup while offering continuous 24/7 reliability with low noise and minimal power consumption. The device features standard physical connectivity interfaces, including HDMI and USB ports.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The mini PC delivers up to one petaflop of AI compute capability, enabling users to run large 120-billion parameter models locally. This localized execution allows developers and creators to avoid subscription fees and token charges associated with cloud-based AI services. While similar AI development hardware like the Linux-based DGX Spark targets professional developers, this mini PC offers compatibility with the Windows ecosystem out of the box, offering a familiar user interface for general consumers.

Although the initial release is optimized for Windows, development is underway to support the Linux operating system, which is compatible across x86 and Arm PC platforms. In terms of thermal and mechanical design, the larger form factor of the mini PC provides a thermal performance advantage over mobile form factors.

In addition to the mini PC, the product lineup includes laptops such as the P14 and P16 models, which offer varying chassis dimensions, colors, and mobility profiles. These laptops cater to users requiring portable performance, complement the desktop-bound mini PC, and provide alternative deployment targets for local productivity and creation tasks.

source https://www.youtube.com/watch?v=KgK02cnD-Pw

HDMI 2.2 Cable Certification: Ultra 96 Cable Specification and Active Optical Cable Testing

Posted by – June 3, 2026
Category: Exclusive videos

HDMI 2.2 Cable Certification presented the latest developments in high-bandwidth connectivity and compliance testing at Computex 2026. Mike, who oversees HDMI cables and the PC program, outlined the upcoming release of the Compliance Test Specification (CDS) scheduled for the third quarter of this year, which will govern the verification of next-generation cables.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The current HDMI certification landscape includes Premium HDMI cables, which support 4K resolution at 60Hz and 18Gbps bandwidth, and Ultra High Speed HDMI cables, which support up to 48Gbps bandwidth for 8K displays. Additionally, prototypes of the new Ultra 96 HDMI cables were showcased to meet growing industry demand for higher data transfer rates.

Under the HDMI testing program, every cable length must undergo individual testing at an Authorized Test Center (ATC) to ensure signal compliance. Consumers can verify whether a specific cable has successfully passed certification by scanning the package’s QR code with a mobile device to access the model number, speed class, and cable length details.

The certification framework is also adapting to accommodate active cable implementations, including Active Optical Cables (AOC) and active copper cables that integrate internal signal booster chipsets to maintain signal integrity over longer spans. The incoming specifications will define precise testing methods to evaluate active signal processing without introducing delay.

To guarantee consistent quality after initial certification, an audit process is performed where cables are acquired directly from retail markets and submitted to testing laboratories for re-evaluation. This ensures that mass-market cables continue to satisfy the original performance requirements and technical specifications defined by the compliance program.

source https://www.youtube.com/watch?v=C8xTGwgfL7E

HDMI Licensing Administrator: HDMI 2.2 Specification and 96 Gbps Ultra 96 Cables

Posted by – June 3, 2026
Category: Exclusive videos

HDMI Licensing Administrator demonstrated the upcoming HDMI 2.2 specification at Computex 2026. The new specification introduces a maximum bandwidth of 96 Gbps, doubling the throughput of the previous standard to enable resolutions up to 8K at 120Hz and 4K at 240Hz. These performance capabilities are aimed at high-performance gaming setups and ultra-high-definition displays.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The hardware transition is supported by the new Ultra 96 cables, with official certification programs scheduled to launch in Q3 2026. Compliance Test Specifications (CTS) are being released for both display and source devices, ensuring that hardware makers can validate their equipment as products enter the market over the coming year.

A key protocol addition to HDMI 2.2 is the Latency Indication Protocol (LIP), which is designed to improve audio-video synchronization. This protocol addresses lip-sync issues in media playback and ensures precise audio alignment with on-screen action in real-time applications such as competitive video games.

Implementing the 96 Gbps bandwidth requires close coordination across the semiconductor and system integration ecosystem. Silicon manufacturers are utilizing smaller process nodes and advanced power management to design compliant chips. System designers have flexibility in implementation, placing HDMI capability either directly on the main system-on-chip (SoC) or using separate physical chips on the PCB, occasionally utilizing re-timers for longer board traces.

The broader HDMI ecosystem showcased at the event includes diverse hardware form factors such as HDMI stick computers, digital signage players, and media streaming devices like the Roku Ultra, Google TV Streamer, Apple TV, and Nvidia Shield TV. The specification maintains support for critical features including Variable Refresh Rate (VRR), Quick Media Switching (QMS), Consumer Electronics Control (CEC), and Enhanced Audio Return Channel (eARC) for passing formats like Dolby Atmos.

source https://www.youtube.com/watch?v=jU-PhdxGSAc

Ambedded: Ceph Software-Defined Storage for x86 and ARM Servers

Posted by – June 3, 2026
Category: Exclusive videos

Ambedded offers software-defined storage solutions built on the open-source Ceph platform, enabling customers to transform standard x86 and ARM servers into scalable, high-availability enterprise storage systems. The core of their software stack is the UniVirStor (UVS) software, managed via their proprietary, in-house UVS Manager graphical user interface. This solution addresses key enterprise storage requirements including block, file, and object storage across private cloud virtualization, big data analytics, backup and archiving, AI workflows, and large-scale video surveillance deployments. https://www.ambedded.com


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

While Ambedded previously manufactured dedicated storage appliances such as the Mars 200 and Mars 400 powered by Marvell ARM system-on-chips (SoCs), the company has shifted its focus to a hardware-agnostic software model. This transition allows them to support both traditional x86 architectures and newer ARM-based server platforms. They collaborate with major server manufacturers including Supermicro, HPE, Dell, Gigabyte, and ASUS, offering customers the flexibility to deploy storage on diverse hardware, including refurbished or second-hand server equipment.

When evaluating server hardware for storage deployment, power efficiency is a critical consideration. While ARM processors like the high-core-count Ampere Altra are known for energy efficiency, Ambedded observes that AMD-based x86 servers can demonstrate comparable power profiles under certain configurations. In high-density storage setups, the CPU or SoC is only one component of overall power draw, with significant consumption and heat dissipation also originating from the storage media—particularly NVMe SSDs and hard disk drives—as well as networking interfaces and controllers inside the chassis.

The Ambedded solution combines open-source Ceph storage infrastructure with a structured service model to ease deployment complexity. The engagement starts with initial consultancy to architecture planning, specifying CPU, memory, networking, disk drives, and server layouts tailored to the client’s application workload. Ambedded then performs the initial software deployment, followed by annual technical support covering troubleshooting, hardware integration, and performance optimization.

By separating the management plane from the open-source Ceph data plane, the in-house UVS Manager GUI simplifies day-to-day operations and cluster monitoring without locking clients into proprietary hardware configurations. Customers maintain complete control over their hardware selection and drive purchasing, which is particularly beneficial given the rising costs and supply fluctuations of storage components. This flexibility supports multi-site active replication, high-performance NVMe storage pools, and unified namespaces suitable for high-capacity workloads.

source https://www.youtube.com/watch?v=eg9kIs8IP8o

Geniatech Radiantek Edge AI Modules and APC880 i.MX 8M Plus Box PCs

Posted by – June 3, 2026
Category: Exclusive videos

Geniatech Radiantek, a recently launched subsidiary of Geniatech, demonstrated their local edge AI hardware platforms and custom engineering services at Computex 2026. The company focuses on ARM-based architectures and modular computing designs, offering custom hardware development, Linux optimization, and manufacturing services to support edge applications. Their showcase highlighted system-on-modules and single-board computers that enable local artificial intelligence workload processing without relying on cloud services.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

Among the new hardware integrations is a Rockchip M.2 module featuring the RK3588 and RK1808 accelerators. This module supports local deployment of vision-language models, such as the Qwen 3.5B parameter model, performing inference locally with a response time of approximately two seconds. Because the model runs entirely offline, it eliminates internet dependency, protects data security, and removes token-based operating costs.

For larger deployments, the APC880 and APC880 Mini edge computing boxes pair the NXP i.MX 8M Plus system-on-chip with the Kinara Ara-2 (Ara240) coprocessor, delivering up to 42.3 TOPS of AI performance. The standard APC880 model features modular expansion and a comprehensive selection of interfaces, including HDMI output, USB Type-C, and dual Gigabit Ethernet ports, while the APC880 Mini offers a more compact form factor with similar processing capabilities. Additionally, the planned EdgeClaw agent boxes can scale performance by combining up to four M.2 modules to achieve 128 TOPS, enabling local inference for models up to 35 billion parameters such as Gemma or Nemotron.

The company’s product roadmap supports a wide range of hardware platforms and NPU architectures, allowing developers to choose from different accelerators based on project requirements. Supported modules include Hailo NPUs, DeepX accelerators noted for temperature control, and MemryX systems. The modular designs conform to standard SMARC specifications, utilizing system-on-chips from NXP (i.MX 95), Qualcomm, MediaTek (Genio 520 and 720), and Renesas.

These edge computing systems are designed for real-world deployment in areas like smart healthcare and intelligent security. In nursing home environments, cameras connected to these edge boxes can monitor patient rooms, identifying incidents such as falls and generating immediate alerts for nursing staff. In security applications, the local processing allows cameras to identify threats, such as a weapon, and notify security personnel instantly to protect public safety.

source https://www.youtube.com/watch?v=H9Tg7yc3kIQ

Elitegroup ECS Libra Mini PCs and AM5 Motherboards with Open Claw AI Integration

Posted by – June 3, 2026
Category: Exclusive videos

Elitegroup ECS showcased its latest hardware lineup at Computex 2026, presenting a range of mini PCs, motherboards, and specialized edge computing platforms. The demonstration highlighted the Libra mini PC series, featuring Intel processors, triple digital video outputs, and 2.5 GbE connectivity. These compact systems are designed to support local AI workloads and remote management capabilities in diverse deployment scenarios.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

For desktop and high-performance applications, Elitegroup ECS introduced its motherboard series, featuring the AMD AM5 socket and Intel chipsets, including the latest Intel motherboard designs. The high-performance desktop configurations integrate AMD Ryzen 9000 series processors alongside high-performance GPUs. These systems support demanding AI workflows and local large language model inference, reducing the reliance on cloud infrastructure.

A major part of the exhibition was the integration of Open Claw, an AI agent framework, across multiple hardware tiers. Elitegroup ECS demonstrated Open Claw running local thermal monitoring, executing endpoint automation, and serving as a local creator tool. This integration allows users to run agentic workflows, access local knowledge bases, and control system operations via natural language commands directly on the edge hardware.

Elitegroup ECS also detailed several specialized prototype projects, including an On-Board Computer (OBC) design tailored for CubeSat satellite deployments. This aerospace project leverages local vision-language models for edge computing tasks in space, such as identifying ships on the ocean surface. The system relies on hardware-level AI processing to interpret images locally before transmitting analytical metadata back to Earth.

For vertical markets, the company presented edge servers and medical computing solutions. The healthcare demonstrations highlighted data monitoring units utilizing the US Firebox standard to translate and standardize health data between hospital systems. Additionally, the company showed its new dual-socket edge storage servers developed in collaboration with partner companies, targeted at enterprise and industrial storage needs.

source https://www.youtube.com/watch?v=e9U7eyYQgBA

Xing 1.35 MW Immersion Cooled Power Rack for AI Data Center Backup

Posted by – June 3, 2026
Category: Exclusive videos

Xing is a Taiwan-based battery systems manufacturer established in 2015 that specializes in immersion-cooled battery packs and integration. Partnering with Intel and Power, the company has developed a high-density power rack designed to address the intensive energy and cooling requirements of modern AI data centers. Xing leverages its engineering background in electric vehicle and off-highway battery systems, which includes developing customized space-optimized battery layouts such as the split front-and-rear pack configuration for British automotive partner Kerem’s Project V sports car.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The company’s latest rack-level power platform delivers a total capacity of 1.35 MW in a single enclosure. This power density is twice that of traditional 660 kW alternative systems on the market, allowing cloud service providers to support demanding hardware footprints. Specifically, a single Xing power rack can drive up to two Ruby Ultra IT racks consuming 660 kW each, or four Vera Ruby IT racks running at 330 kW each.

To handle the thermal demands of this density, the system relies on active immersion cooling rather than traditional air cooling or liquid cold plates. By sealing the battery cells and DC-to-DC converters directly inside a proprietary coolant-filled module, the design continuously circulates fluid to dissipate heat. This complete immersion setup eliminates the need for individual cooling fans on each backup unit, reducing the overall cooling power footprint to one-sixth of conventional thermal configurations.

The complete rack architecture integrates power supply units, battery backup units, control units, and power conversion systems. Inside the rack, the power shelf is populated with four power supply units that combine to deliver 180 kW. During standard operations, the power shelf converts grid power—incorporating renewable sources depending on client requirements—from AC to DC to continuously power the adjacent IT infrastructure.

For grid failure scenarios, the integrated battery backup units provide immediate hold-up power for 45 to 60 seconds, bridging the critical operational gap before onsite diesel generators can boot and assume the load. In addition to grid stabilization, the immersion cooling design provides high physical safety. The fully charged battery packs have successfully passed three-needle penetration tests with zero fire propagation or thermal runaway.

source https://www.youtube.com/watch?v=Bg9zopsMifA

MDIN 4K60 Video Processors and ISPs with Multi-Camera Processing

Posted by – June 3, 2026
Category: Exclusive videos

MDIN is a South Korean fabless semiconductor entity specializing in the design of highly integrated System-on-Chip (SoC) and Image Signal Processor (ISP) hardware. The engineering team, which includes veteran digital TV processor designers from LG Electronics, develops specialized video processing chips such as the MDIN-i540 and MDIN-640 series. These chips are available in multiple packaging configurations and memory sizes to support diverse integration requirements.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The silicon architecture features an integrated microcontroller unit (MCU) that does not use an ARM CPU core, instead relying on a proprietary small CPU design. MDIN provides a complete software package to customers for programming and configuring the microcontroller. The platform supports traditional upscaling hardware IP for resolution conversion, rather than deep-learning or AI-based upscaling algorithms.

For high-bandwidth applications, the hardware supports multi-channel digital video input and output configurations, including HDMI interfaces and parallel digital video connectivity. A dual-chip evaluation board demonstrates the capability to ingest four independent 4K60 video feeds from camera sensors, process the streams, and display them in a combined layout with integrated on-screen display (OSD) overlays.

The MDIN processors are utilized in professional and industrial video equipment by customers across Japan, China, and South Korea. Target use-cases for these integrated circuits include digital signage, broadcasting equipment, commercial video processing systems, and medical display solutions.

source https://www.youtube.com/watch?v=KCc9LZ-4F9E

CE Link Thunderbolt 5 Docking Stations, HDMI Cables, and Smart PDUs

Posted by – June 3, 2026
Category: Exclusive videos

CE Link presented its latest range of high-speed digital connectivity and power hardware at Computex 2026. The display included passive HDMI copper cables capable of supporting up to 96 Gbps bandwidth. By embedding a signal-amplifying integrated circuit (IC) within the cable and drawing power through an internal copper wire from the host device, these cables maintain signal integrity at lengths exceeding 10 meters. The technology enables uncompressed video transmission at 4K at 240Hz or 8K at 60Hz, and compressed configurations up to 16K at 60Hz.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The company’s Type-C to HDMI adapter lineup features active conversion hardware, incorporating level shifters that convert DisplayPort signals from USB-C sources into HDMI outputs. For applications requiring long-distance transmission without heavy copper profiles, CE Link showcased active optical cables (AOC) that integrate optical-to-electrical converter modules to transition signals from optical fibers to copper connections.

Under the high-speed data standard, CE Link demonstrated Type-C cables compliant with the Thunderbolt 5 protocol, capable of delivering up to 80 Gbps of bandwidth. Accompanying these cables are Thunderbolt 5 docking stations featuring multiple Type-C ports, HDMI video outputs for multi-monitor arrays, and integrated M.2 SSD slots for local high-speed storage expansion, alongside a line of DisplayLink multi-display hubs.

In the power distribution segment, the company highlighted its five-year history in data center infrastructure with its latest rackmount power distribution units (PDUs). These 1U systems are designed to be mounted directly into server cabinets, providing real-time power consumption monitoring and management for individual outlets, as well as built-in surge protection.

For consumer power electronics, CE Link displayed titanium-certified gaming desktop power supplies supporting high-wattage outputs. Additionally, the company demonstrated its portable outdoor power stations, which support charging through solar panel arrays, AC grid connections, or 12V automotive power outlets.

source https://www.youtube.com/watch?v=jjEXxdx9nC8

Sunix PCIe and M.2 AI Accelerators with Hailo Processors and MediaTek Genio SOM

Posted by – June 3, 2026
Category: Exclusive videos

Sunix presented its range of industrial connectivity, IoT, and edge AI hardware at Computex 2026. Established in 1986 and based in Taiwan, the company designs custom integrated circuits for serial and CAN bus communication, utilizing foundry resources from TSMC and UMC. Sunix emphasizes hardware validation and reliability for industrial PC applications, transitioning over nearly four decades from original PCI I/O controllers to PCIe and M.2 formats.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The company’s edge AI acceleration hardware includes PCIe cards and M.2 modules developed in collaboration with Hailo. These solutions are offered in configurations utilizing one, two, or four Hailo AI processors. Designed for low power consumption, the PCIe accelerators run directly off motherboard slot power without requiring auxiliary power cables. The modules deliver up to 40 TOPS of AI performance, enabling real-time local inference and support for large language models, including 3.8 billion and 7 billion parameter Llama models.

For software deployment, Sunix hardware interfaces with Hailo model conversion utilities to compile neural networks for the Hailo AI system-on-chip. At the exhibition, Sunix demonstrated image analysis and automatic detection capabilities using a video management system powered by Network Optix software. This architecture enables real-time edge-based inferencing on customer devices without relying on cloud resources.

Sunix also showed IoT and computing module solutions, including a System on Module (SOM) based on the MediaTek Genio 720 SoC. This smart module features an integrated neural processing unit delivering up to 10 TOPS, targeting edge AI applications such as digital signage players with HDMI output when integrated into ODM partner systems. Other remote I/O products gather data from serial sensors, AI sensors, and input devices over the internet, utilizing M.2 to digital I/O interfaces.

For high-performance connectivity, Sunix exhibited a USB4 host card certified by the USB4 community. The card supports up to 100W power output, enabling single-cable connectivity for power and display signals to devices such as medical-grade monitors. Additionally, the company provides KFD CAN bus communication cards for integration in specialized systems like autonomous driving buses, where they serve as the central interface for collecting telemetry and operational data.

source https://www.youtube.com/watch?v=xGl6bEEXDrs

Dino Lite 1080p HDMI USB-C Microscope and 1200x Fixed Magnification Preview

Posted by – June 3, 2026
Category: Exclusive videos

At Computex 2026, Dino Lite presented their latest line of digital microscope systems designed for industrial inspection, quality control, and scientific research. Represented by Sean Olison from the distributor for North and South America, the company highlighted new hardware designs and upcoming software releases focusing on high magnification, low latency viewing, and automated analysis integration. https://www.dinolite.us


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The featured Direct to TV 1080p digital microscope supports direct HDMI output and is powered via USB-C. This model is engineered for low latency, near real-time viewing on large displays, which facilitates precision hand-tool work directly under the microscope. The unit provides magnification ranging from 30x to 140x and maintains over one inch of working clearance when the protective front cover is removed. Disconnecting the unit from the HDMI display and connecting it to a PC enables integration with the companion capture and analysis software.

Dino Lite also demonstrated a high-resolution 8-megapixel (8MP) 4K digital microscope that operates up to 220x magnification using a standard USB computer connection. This unit supports image and video capture alongside dimensional measurement tools. The built-in reflected light LEDs can be deactivated to allow the use of a cross-polarized transmitted light base from below, enabling polarized light analysis of agricultural, crystal, and material specimens.

Product development previews included the introduction of Dino Lite’s first fixed-magnification digital microscope, which is capable of reaching 1200x magnification. The company also showcased a new global shutter strobe microscope designed for high-speed assembly line integration. This model interfaces with programmable logic controllers (PLCs) to trigger synchronized strobe lighting and image capture, eliminating motion blur on active conveyor belts.

Software updates centered on the preview of DinoCapture 3.0, which establishes feature parity between macOS and Windows operating systems. Furthermore, because Dino Lite hardware utilizes standard UVC-compliant USB video streaming, the digital microscopes function as standard camera inputs. This allows developers to route video feeds directly into open-source computer vision libraries like OpenCV and custom AI pipelines for automated defect detection, PCB inspection, and grain analysis.

source https://www.youtube.com/watch?v=6ouMRIV7GPA

Atech Flash Technology Blackjet Thunderbolt 5 and USB4 Version 2 Docks

Posted by – June 3, 2026
Category: Exclusive videos

Atech Flash Technology Blackjet showcased its latest high-speed connectivity and media storage systems at Computex 2026 in Taipei. Company representative George demonstrated new devices utilizing USB4 Version 2 and Thunderbolt 5 protocols, which deliver bandwidth of up to 80 Gbps to double the speeds of prior 40 Gbps generations. These interfaces are designed to support higher resolution video channels and faster media ingest workflows for professional broadcasting and cinema production environments.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The company introduced the Mini-Raiden, a new docking station designed to match the Mac Mini form factor and expand its available interfaces. The Mini-Raiden includes two USB-A ports, SD and Micro SD card slots, a DisplayPort video output, and an audio speaker port. For integrated storage, the dock features a built-in M.2 NVMe slot supporting capacities up to 16TB and achieving data read speeds of up to 6,000 MB/s.

For photographers and studio professionals, the Mini-Raiden Pro model adds specialized high-bandwidth connectivity and media ingestion. It features a CFexpress Type B card slot that supports speeds up to 3,700 MB/s, alongside an internal M.2 NVMe slot and dual Thunderbolt ports for daisy-chaining displays and computer systems. The Pro dock also includes software RAID support and a safeguard power feature requiring a three-second hold to prevent accidental shutdowns during critical operations.

The demonstration highlighted advanced storage configurations, including a standalone Thunderbolt 5 SSD achieving read speeds of up to 6,000 MB/s, which can be combined with other readers in a software RAID setup. For users requiring comprehensive connectivity, Atech Flash Technology Blackjet displayed a 17-port Thunderbolt 4 dock featuring multiple USB-C and USB-A ports, card readers, HDMI, DisplayPort, and gigabit Ethernet. The rackmountable 2DS cinema dock was also shown, utilizing a 40 Gbps Thunderbolt 3 interface to support Sony SxS and CFexpress Type B cards with read speeds of 1,200 MB/s for offloading high-end camera footage.

Additional workflow accessories include single-card USB-C and Thunderbolt readers, as well as a CFexpress Type A to Type B adapter that enables users to read both card formats in a single CFexpress Type B reader. Atech Flash Technology Blackjet has been manufacturing card readers since 2003 and entered the video production and Thunderbolt market in 2014. The company distributes its professional media workflow systems globally through reseller networks in the United States, Europe, and Asia.

source https://www.youtube.com/watch?v=Cl-S2mZx3sk

Torizon Industrial Linux Platform Integration for NXP, MediaTek and Rockchip SoCs

Posted by – June 3, 2026
Category: Exclusive videos

Torizon is an open-source industrial Linux platform designed to simplify the deployment, security, and maintenance of embedded systems. Originally developed for Toradex system-on-modules, the platform is expanding its compatibility to third-party hardware ecosystems. The platform provides a production-ready operating system (Torizon OS) that handles low-level software details, enabling developers to focus on application logic and edge AI implementation.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

At Computex 2026, Torizon highlighted collaborations with silicon vendors and hardware partners, including NXP Semiconductors and congatec. These partnerships facilitate the integration of Torizon OS with hardware platforms utilizing processors from Rockchip and MediaTek. The software stack is also available for NVIDIA hardware, supporting edge AI and machine vision workloads, and discussions are underway to extend compatibility to Texas Instruments processors.

A key focus of the platform is addressing security compliance and regulatory requirements, such as the European Union’s Cyber Resilience Act. Torizon provides built-in cybersecurity features, including vulnerability management, remote monitoring, secure remote access, and stable over-the-air updates. By integrating these systems, the platform helps developers bring autonomous systems, robotics, and industrial IoT devices from the prototype stage into volume production with reduced security risk.

To support these features, Torizon is developed by dedicated teams focusing on different layers of the stack. The OS team utilizes OSTree for atomic updates, while the container team delivers hardware-accelerated runtime containers for user applications. A dedicated security team continuously reviews and analyzes Common Vulnerabilities and Exposures, and a cloud team manages the remote update infrastructure, gateway solutions, and on-premises server deployments.

The Torizon business model relies on a free, open-source core operating system and associated development tooling, including integrations with Microsoft Visual Studio Code. Third-party contributions are supported to maintain open standards. Monetization is driven by premium cloud services, on-premises management infrastructure, and specialized enterprise services, providing a flexible path for companies requiring managed over-the-air updates and device monitoring.

source https://www.youtube.com/watch?v=tKDg_ud2wYE

ADLINK Edge AI Hardware: Intel Xeon 6 Servers, NVIDIA Jetson Robotics, and MediaTek Genio Systems

Posted by – June 2, 2026
Category: Exclusive videos

ADLINK showcased a range of edge AI and embedded computing solutions at Computex 2026. The demonstrations highlighted the integration of diverse silicon platforms from vendors including Intel, NVIDIA, AMD, NXP, Qualcomm, and MediaTek into hardware form factors optimized for smart manufacturing, medical imaging, retail, and autonomous robotics. These systems leverage edge processing to run localized artificial intelligence models, including large language models and computer vision pipelines, directly at the point of data generation.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

For autonomous logistics and factory automation, the company demonstrated an autonomous mobile robot equipped with 3D cameras and powered by an NVIDIA Jetson system-on-module. The robot is designed for autonomous navigation and material handling on factory floors, capable of lifting payloads up to 50 pounds. Additionally, in partnership with AUO, a transparent Micro LED display solution was shown running a local large language model for interactive retail and vending machine applications.

In the embedded computing and system-on-module segment, the exhibit featured Computer on Modules (COMs) based on Intel architecture, designed for integration with custom carrier boards. For lower-power and entry-level edge processing, a compact fanless system utilizing the MediaTek Genio 520 processor was displayed, supporting dual HDMI outputs. The smart camera line features integrated Qualcomm processors, combining optics, sensor, and compute into a single custom-designed and manufactured device.

Edge server and high-performance computing demonstrations included smart manufacturing servers powered by Intel Xeon 6 or AMD EPYC processors. These systems integrate panel solutions for Enterprise Resource Planning (ERP) and knowledge management, allowing customers to simulate application workloads on the hardware before deployment. A dedicated local AI agent demonstration featured an Intel processor utilizing integrated CPU, MPU, and GPU capabilities with the OpenVINO toolkit to run localized generative AI models without requiring discrete graphics hardware.

For medical and high-performance visualization fields, ADLINK presented 3D imaging hardware designed for glasses-free 3D medical displays. This hardware integrates modular NVIDIA GPU boards to scale performance for demanding graphics and parallel computing tasks. Across these industries, the featured technologies emphasize localized intelligence, passive thermal design, and hardware reliability for edge deployments.

source https://www.youtube.com/watch?v=IdXW-7ZZ0BE

Premio Jetson Thor and Orin Rugged Edge Computers for Physical AI

Posted by – June 2, 2026
Category: Exclusive videos

Premio is a global provider of ruggedized edge computing technology, headquartered in Los Angeles, California, with research and development operations in Taipei, Taiwan. At Computex 2026, the company highlighted its recent brand consolidation with its Taiwan subsidiary and showcased its hardware backbone designed for physical AI and autonomous machine workloads at the edge.


HDMI® Technology is the foundation for the worldwide ecosystem of HDMI-connected devices; integrated with displays, set-top boxes, laptops, audio video receivers and other product types. Because of this global usage, manufacturers, resellers, integrators and consumers must be assured that their HDMI® products work seamlessly together and deliver the best possible performance by sourcing products from licensed HDMI Adopters or authorized resellers. For HDMI Cables, consumers can look for the official HDMI® Cable Certification Labels on packaging. Innovation continues with the latest HDMI 2.2 Specification that supports higher 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provide optimal audio and video for a wide range of device applications. Higher resolutions and refresh rates are supported, including up to 12K@120 and 16K@60. Additionally, more high-quality options are supported, including uncompressed full chroma formats such as 8K@60/4:4:4 and 4K@240/4:4:4 at 10-bit and 12-bit color.

The company’s embedded lineup includes the JCO series of edge computers. The JCO 3000 Orin is a fanless system that supports NVIDIA Jetson NX and Nano modules and features four gigabit LAN ports with Power over Ethernet (PoE) support to connect external cameras. The JCO 6000 Orin leverages the NVIDIA Jetson AGX Orin 32GB and 64GB modules and integrates customizable Edge Boost IO modules for RJ45, M12, and USB connectivity.

For harsher deployment environments, the WCO series features an IP66-rated ruggedized chassis with M12 locking connectors. The WCO 3000 series supports NVIDIA Jetson NX and Jetson Orin modules, and Premio is introducing support for the NVIDIA Jetson Thor T4000 and T5000 modules. These systems support sensor fusion in robotics applications, incorporating GMSL camera interfaces and four 10-Gigabit bandwidth pipelines.

Premio also introduced its line of rack-mountable edge AI servers in 1U, 2U, and 3U short-depth form factors to bring high-performance computing closer to local data sources. These servers support X86 semiconductors, including Intel and AMD Ryzen 9000, 8000, and 7000 series processors, as well as the AMD EPYC 4000 series utilizing the AM5 socket.

The short-depth edge AI servers include PCIe expansion slots to accommodate multiple GPUs and ISP network cards for local large language model (LLM) inference. By adopting domain-specific architectures and accelerators, Premio’s physical AI compute spectrum is built to handle real-time deterministic computing and autonomous robotics workloads away from centralized cloud infrastructure.

source https://www.youtube.com/watch?v=aLtzL9ZNZ3Y