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Oct 30
Analysis: Oracle backs Cerebras as AI cloud shifts to multi-architecture compute
Oracle will offer cloud services powered by Cerebras' AI computing systems in its cloud data centers starting in 2027, giving the wafer-scale chipmaker another major cloud customer. Although the companies did not disclose Oracle's planned Cerebras hardware purchases, the deal highlights the shift toward diversified AI compute resources as inference demand accelerates.
Arm is expanding its business model from licensing Neoverse core IP and compute subsystem (CSS) technologies to selling finished server CPUs for artificial general intelligence (AGI) applications. Meta is a co-developer and primary customer, while OpenAI also plans to adopt the products. Customers can purchase processors directly, reducing the time and cost required to develop and deploy their own chips, while Arm can increase its chip sales revenue.
The Biological Computing Co. (TBC), a San Francisco startup that grows living neurons in its lab to find ways to make AI models more efficient, launched its first publicly available product on October 30: mischief 1, an image-to-video model the company says generates video five times faster than the open-weight model it is built on. The release moves TBC's technology from an early-access program to self-serve developer marketplaces and puts a price on the company's argument that biology can be a source of AI efficiency distinct from the standard optimization toolkit.
Foxconn and Nvidia took center stage at Hon Hai Tech Day 2026 (HHTD 26) on October 30, showcasing their latest collaboration in AI infrastructure, including Nvidia's newly unveiled DSX Pod Compute Container and the Spectrum-X co-packaged optics (CPO) switch manufactured by Foxconn.
Realtek Semiconductor quantified its AI business for the first time at an investor conference on October 29, setting a target for high-performance computing (HPC) and edge AI revenue—including automotive and robotics applications—to exceed 30% of total revenue by 2030. These businesses currently account for a high-single-digit percentage of revenue, as AI expands into infrastructure and edge devices.
Hon Hai Tech Day 2026 (HHTD 26) continued to focus on next-generation AI infrastructure. Although the event featured slightly fewer robots than in 2025, it still maintained a dedicated robotics exhibition area where Foxconn and its partners showcased the latest developments in smart manufacturing technology. Participants included KUKA, ABB, and Yaskawa, which are among the four major robotics families, as well as Japanese passive-component manufacturer TDK. Taiwan-based companies including Hiwin, TM Robot, and TECO also joined the exhibition.
Taiwan's economy has stayed in "booming" territory for a record 10th consecutive month, according to the monitoring indicator compiled by the National Development Council (NDC), the government's monthly gauge of the business cycle. The streak, which began in December 2025, reflects continued strength in shipments of electronic and information and communications technology (ICT) products, and surpasses the previous high of nine straight months set from February to October 2021.Credit: Jerry Chen
Hon Hai (Foxconn) and TECO Electric & Machinery showcased a jointly developed modular data center at Hon Hai Tech Day 2026, highlighting a factory-built approach to AI infrastructure. The 40-foot container integrates computing, cooling, power, energy management, and fire protection systems, as the companies target rising global demand for AI computing capacity.
Foxconn chairman Young Liu said the company's core strengths are processing capabilities and vertical integration, as the manufacturer seeks to move beyond its long-standing image as a simple "Box Mover." At its 2026 Hon Hai Tech Day, Liu described an end-to-end model spanning design, components, assembly, software integration, and global logistics.
Foxconn Chairman Young Liu said at the opening of Hon Hai Tech Day 2026 (HHTD26) on October 30 that the company's core competitive strengths lie in its "processing capabilities" and "vertical integration," as the company seeks to dispel the perception that it is merely a "box mover" handling basic system assembly.
Thailand-based precision sheet-metal manufacturer Jinpao Precision has entered the supply chain of a leading Thailand-based power-management company on the strength of its resilient manufacturing capabilities and highly adaptable product layout strategy. The company is accelerating its expansion in Thailand to capture growing AI demand as it furthers its efforts in high-end power cabinets, backup battery unit (BBU) systems, and energy-storage components.
Marvell is reportedly in advanced talks to acquire Lumentum, a major laser supplier, in a deal that could be announced as early as next week if no other technology giant intervenes. Based on Lumentum's current market capitalization of approximately US$83 billion, the transaction would be Marvell's largest acquisition ever.