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).

As the global technology industry descends on Taipei for COMPUTEX 2026 this June, a Canadian startup is preparing to challenge the fundamental architecture of modern processing. Irreversible, a Montreal-based firm with deep roots in quantum computing, is unveiling a "physics-first" analog in-memory computing architecture that promises a staggering 1,000x reduction in power consumption compared to conventional digital processors.Unlike many silicon startups that originate in traditional chip design, Irreversible’s journey began in the highly constrained world of quantum physics. The core team originally specialized in quantum computing, where they were forced to solve computing problems within the extreme limitations of a dilution refrigerator - an environment where even the slightest heat or noise can destroy a fragile quantum state. Co-Founder Dominic Marchand explains that this background led them to become a "computing company that found its way to designing chips," rather than the reverse. This unique DNA pushed the team to strip away decades of architectural abstractions and return to the most basic laws of physics to find the most energy-efficient ways to process information.The current industry obsession with massive Large Language Models (LLMs) has created a significant energy crisis, particularly at the "extreme edge" where devices must operate on microwatt-class power. Irreversible addresses this by sidestepping the Von Neumann bottleneck, the energy-intensive movement of data back and forth between memory and the processor. By performing calculations directly in memory and maintaining a fully analog signal path, Irreversible also eliminates the power-hungry digital-to-analog conversions that often limit hybrid AI chips. This approach recognizes that while digital logic offers noise protection, the energy required to strictly maintain ones and zeros is a luxury that edge sensors can no longer afford.A critical point of differentiation is how Irreversible compares to other innovators in this space. Marchand notes that while he is proud of the Canadian leadership in analog in-memory compute, Irreversible maintains several distinct advantages. First, the company is memory-agnostic, meaning they are not tied to a single proprietary memory technology and can instead utilize various non-volatile memories and emerging RRAM roadmaps. Second, the company places extraordinary emphasis on its software and simulation tools, which allow their hardware and software teams to work in lockstep. Their proprietary hardware-aware training ensures that neural networks remain accurate by accounting for the inherent variability of analog circuits during the initial training phase.For their up-coming visit to Taipei, Irreversible has set clear strategic objectives to integrate with the world's leading semiconductor ecosystem. A primary goal is establishing high-level connections with semiconductor foundries to gain privileged access to specific memory cells, which are essential for their "physics-first" custom designs. Additionally, the company is actively seeking partnerships with OEMs and solution integrators. By bringing intelligence directly to the sensor site, Irreversible aims to enable "previously impossible" use cases, such as deploying sophisticated AI on small drones or always-on wearable devices that cannot support a traditional GPU. Ultimately, Irreversible arrives in Taipei not just to showcase a chip, but to advocate for a shift in how the world thinks about intelligence. By trading the rigid certainty of digital bits for the natural efficiency of physics, they are proving that the future of AI isn't just about more power - it's about more efficient computing.

Montreal-based AON3D is setting a new standard through its mastery of high-performance materials and precision 3D printing technology.Co-founded in 2015 by Andrew Walker, Randeep Singh, and Kevin Han - who started the company in his family's basement - AON3D has evolved into a global leader in high-performance additive manufacturing.With an eye on the Taiwan market at COMPUTEX 2026, Han and his team are ready to bridge the gap between complex aerospace technology and the agile SME ecosystem.The Materials Engineer's VisionKevin Han's journey began at McGill University with a background in materials engineering. After operating as a service bureau, Han recognized a gap in the market for machines capable of handling specialized materials. Through multiple product iterations, AON3D today offers it's Hylo High-Temperature 3D Printer, along with Basis, it's advanced physics simulation software for additive manufacturing. Hylo and Basis: AI-Infused and Physics-BasedAON3D's product suite offers an AI-infused manufacturing solution that reduces the trial and error usually experienced in additive manufacturing processes. "What we do is actually model out at the physics level what's going to happen as you run the print job," says Han. "Our technology creates a digital twin of the print, meaning we can use simulation to identify process irregularities that lead to hidden defects, instead of in post-production."Within the Basis platform, simulated data and real data are also compared to offer automatic optimizations. The Power of "Open Materials"AON3D's primary competitive advantage is its "Open Materials" philosophy. Unlike competitors that "lock" users into proprietary, expensive filament spools - much like the cartridges on a paper-based printer - AON3D's platform is supply-agnostic. "We support the full gamut of industrial polymers, but many customers are most interested by high-performance varieties like PEEK, PEKK, and PEI (Ultem)," Han explains. "This includes their carbon and glass-fibre variants, where strength and lightweighting benefits most appeal to demanding industries like aerospace and defense." From NASA to the Factory FloorAON3D's credentials extend to outer space. The company has worked with the Canadian Space Agency (CSA) to print components for the International Space Station, and their parts were aboard the Artemis 1 mission.Closer to home, AON3D's solutions are used by customers like Boeing, Lockheed Martin, Northrup Grumman, and more in aerospace, while also offering benefits to automotive, energy, and general manufacturing. One automotive customer saw full payback under 2 months for their first Hylo purchase, and is eagerly awaiting more. Leveraging Taiwan's EcosystemAt COMPUTEX 2026, AON3D aims to connect with Taiwan's semiconductor packaging and testing sectors. Beyond chips, they see massive potential in Taiwan's drone industry and medical prosthesis field. Hylo's ability to "light-weight" components makes it ideal for rapid drone iteration.  "We want to bring capabilities to a group that didn't have them before," Han concludes. AON3D isn't just selling a printer; they are offering a gateway to the next generation of industrial manufacturing.

The dream of a world without charging cables - where phones, headsets, and even industrial robots never need to be plugged in - is moving from science fiction to reality. AWL Electricity, often referred to by partners as All Electricity, is at the forefront of this shift by leveraging advanced semiconductor breakthroughs to deliver power wirelessly over distance. As the company prepares for COMPUTEX 2026 in Taipei this June, it aims to solidify its position as the global leader in mid-power, mid-range wireless charging.The Breakthrough: GaN and the Five-Foot RadiusThe foundation of AWL Electricity's technology lies in a scientific leap made in 2017 by the invention of CEO Emmanuel Glenn. While the concept of wireless power dates back to Nikola Tesla, traditional low-frequency methods were often unsafe or impractical due to the extreme power required at low frequencies. By utilizing Gallium Nitride (GaN) transistors, the company successfully increased operating frequencies while reducing electric field strength, making the technology safe and highly practical.Unlike standard charging pads that require direct contact, AWL-E's Resonant Capacitive Coupling technology focuses on a 1.5-meter (five-foot) radius. Francis Beauchamp-Verdon, Co-Founder and Chief Revenue Officer, explains that human moves around within a five-foot bubble, whether at a desk, in a car, or at a café. While the company remains "planet-centric" and advises that high-power stationary devices like coffee machines or electric vehicles should remain wired for maximum efficiency, wireless power is reserved for mobility and devices where cables create significant friction.Transforming Industry 4.0Beyond consumer electronics, AWL-E is targeting the "New Age of Physical AI" and smart manufacturing. Modern factory lines can require between 40,000 to 50,000 sensors, with an automotive leader noting that every single wire adds significant connection costs. AWL-E's solution eliminates the need for traditional cable management and drag chains into robotic cells. By powering humanoids and autonomous guided vehicles (AGVs) while they work, factories can eliminate 20% downtime typically lost when robots must sit next to a charging wall.Strategic Objectives for COMPUTEX 2026Taiwan holds a special place in the AWL-E story, as its semiconductor ecosystem enabled the company's initial breakthrough. During the COMPUTEX 2026 mission, the company seeks to collaborate with Taiwanese chip leaders to transition their technology into a dedicated Wireless Power Chip, which would make the solution smaller, cheaper, and more accessible. Additionally, the company hopes to help Taiwan improve its own chip-making tools, specifically in vacuum environments where wires are a "worst enemy," creating a symbiotic relationship where AWL-E powers the machines that build the chips.Beauchamp-Verdon will be carrying a portable demo unit to the event to prove that this innovation is ready for today's market. He believes that seeing technology in action is essential for the Taiwanese industry, where "seeing is believing" is a core mindset. AWL-E currently maintains flagship projects in consumer electronics, automotive, and factory automation across Asia and intends to use this visit to find the right partners for their next level of expansion.