United Microelectronics (UMC) saw operating momentum strengthen in the third quarter of 2026, as demand for artificial intelligence (AI), high-performance computing (HPC), communications, and automotive chips continued to drive the mature and specialty process markets.

Oracle has signed partnerships with Cerebras and other chipmakers to host their chips in its cloud infrastructure. The Cerebras deal gives the chipmaker a new large customer to anchor its post-IPO trajectory, while allowing Oracle to reduce its reliance on Nvidia's expensive chips, even though Oracle also announced a purchase of Vera Rubin platforms for its data centers.

Chunghwa Precision Test Tech (CHPT), a major semiconductor test interface supplier, posted record revenue and profit in the third quarter of 2026 as consolidated net profit reached NT$551 million (US$16.97 million), up 11.5% quarter on quarter and double the figure from a year earlier. The company has earned more than one times its paid-in capital for three consecutive quarters, with earnings per share reaching NT$16.75.

HTC Corporation announced on the 27th that it has launched Vivee, an AI companion device, first in the US, with plans to expand into Taiwan, Japan, and Europe. Alongside its recently introduced Vive Eagle AI glasses product line, the company is using Vivee to extend its AI ecosystem into emotional companionship and interactive experiences.

Toyota Motor Corporation is accelerating the commercialization of robots, creating potential opportunities for Ikka Holdings (IKKA-KY) to leverage its existing Japanese automotive supply-chain relationships and compete for robot component orders. IKKA, a long-standing supplier of Toyota-related automotive products, also plans to strengthen its metal-gear and robotic-arm assembly capabilities through an investment in Yijin Precision, extending its customer relationships into new applications.

Asus and Intel on October 27 unveiled the new commercial laptop Asus ExpertBook A7 in Taiwan, as on-premises AI computing devices gain attention from enterprises and creators alongside traditional business PCs. Asus said products related to Nvidia RTX Spark, particularly models with 64GB and 128GB of memory, are being allocated due to strong global demand, with the next shipments expected to arrive progressively by the end of October.

AI startups' revenue figures are under scrutiny as founders and investors question whether companies clearly distinguish active business from contracts that have not yet generated sales. The debate concerns how growth is presented to backers, employees and customers, and whether apparently comparable figures measure the same thing.

Kentec, a subsidiary of Kenmec Group, is shifting beyond its traditional role as a contract manufacturer of components to become a systems integration provider (SIP) for complete AI data center (AIDC) infrastructure. At an investor conference on October 27, Kentec general manager Asa Kuo said the AI era is just beginning, and the company is transforming its revenue mix by leveraging its electronics manufacturing services (EMS) foundation and electromechanical integration capabilities to enter thermal management and AIDC infrastructure.

The Hurun Research Institute's 2026 Hurun China Rich List shows ByteDance founder Yiming Zhang reclaiming the title of China's richest person with CNY670 billion (US$99.7 billion), while DeepSeek founder Wenfeng Liang ranked seventh in his debut appearance with CNY280 billion, highlighting AI's growing impact on Chinese entrepreneurs' fortunes.

Microsoft said its medical artificial intelligence (AI) system achieved higher diagnostic accuracy than general physicians in tests involving complex cases, potentially lowering diagnostic costs. Its Microsoft AI Diagnostic Orchestrator (MAI-DxO) simulates the work of a medical team by assigning multiple AI agents to reason collaboratively, asking about medical history step by step, selecting examinations, analyzing results, and refining the diagnosis instead of generating an answer from all symptoms at once.

AMD is backing one of its largest AI customers with capital and chips. Alongside an update on its hardware work with Meta, the chipmaker said on October 27 that it will invest US$1 billion in Meta's equity offering, joining Nvidia in buying into the social media company's fundraising for AI infrastructure. Critics describe this pattern as circular financing.

Google's tensor processing unit (TPU) business has gained one confirmed and one reported major customer within a week, adding pressure on Nvidia, whose graphics processors still dominate AI computing even as its biggest buyers look for alternatives.

Taiwanese IC design leaders MediaTek, Realtek, and Parade Technologies will hold their third-quarter 2026 earnings conferences in succession this week, offering the market an early read on conditions heading into late 2026 and early 2027. Parade will go first on October 28, followed by Realtek on October 29 and MediaTek on October 30.

Celestica said customer demand forecasts for 2028, based solely on programs it has already won, are "meaningfully higher" than its 2027 revenue outlook, as it used its October 27 Investor and Analyst Day to lay out a multi-year growth plan built on AI networking and custom compute.

Anthropic recently disclosed details of its computing partnerships with Google, Amazon Web Services (AWS), Microsoft, Advanced Micro Devices (AMD), and other providers in its S-1 filing for an initial public offering (IPO), revealing distinct cooperation models and chip technologies across its partner ecosystem.

Nvidia's newly unveiled DSX POD promises to accelerate AI data-center deployment from months to weeks, joining earlier modular offerings from Microsoft and Amazon Web Services (AWS). While all three rely on prefabricated infrastructure, their computing architectures, power requirements, and target markets reveal fundamentally different strategies.

Google recently unveiled its flagship AI model, Gemini 4 Argon. The model consumed an unprecedented 25 trillion tokens within 72 hours of launch—three times the volume recorded by Gemini 3.0 over the same timeframe, setting a new record for the company. In his first in-depth public interview since the release, Google CEO Sundar Pichai addressed market skepticism regarding claims that "Google has abandoned frontier AI." During the interview, he outlined Google's strategy for allocating AI compute resources, managing its cloud business, and deploying long-term infrastructure.

Silicon Valley venture capital firm Playground Global returned to Taiwan with six portfolio companies spanning memory, power management, optical communications and advanced packaging, showcasing technology breakthroughs and expansion plans aimed at easing AI computing bottlenecks. Its newest portfolio companies also made their Taiwan debut.

The momentum surrounding chip financing is being met with a subtler but increasingly consequential shift in how AI infrastructure is funded, as technology giants expand compute commitments through long-duration financing structures rather than relying solely on outright equipment purchases.

Anthropic's IPO filing presents a company growing quickly enough to justify one of the AI industry's most aggressive infrastructure buildouts. But buried in the prospectus is a less comfortable question: what happens if customer demand proves more flexible than the contracts Anthropic has signed to serve it?

Speaking at GTC Berlin and on SpaceX's third-quarter 2026 earnings call, respectively, Nvidia CEO Jensen Huang and Tesla CEO Elon Musk reached a rare consensus on a pivotal topic: GPUs are no longer rapidly depreciating consumables. Instead, their effective operational lifespans far exceed initial market expectations.

Australia's push to become an AI infrastructure hub for the Asia-Pacific is running into constraints that capital alone cannot solve: the last mile of grid connection, and the consent of the communities that power lines run through. That shift became clear this month when NextDC, one of the country's largest data center operators, cut its fiscal 2027 revenue forecast and reduced capital spending after a power connection delay at its Melbourne M3 facility, a project that already had a hyperscale customer under contract.

At its GTC conference in Berlin, Nvidia discussed the RTX Spark notebook, various implementations and partnerships involving physical AI, AI agents, and CUDA-X, as well as the DSX POD and European sovereign AI. Following its recently announced additional US$2 billion investment, Nvidia has committed nearly US$10 billion to Europe's technology ecosystem. The company said that building Europe's AI economy will require the region not only to consume AI, but also to produce it.

Anthropic's IPO filing does more than outline the economics of a rapidly scaling AI company. Its risk disclosures show frontier AI developers becoming increasingly exposed to governments that act not only as regulators, but also as customers, procurement authorities, export-control gatekeepers and national-security actors.

Microsoft launched a time-limited Voluntary Exit Offer (VEO) for approximately 60,000 employees in the US, Canada, the UK and India, as the software and cloud provider reshapes its workforce around rising investment in artificial intelligence. The offer applies to eligible employees in participating teams at Level 70 and below and covers about one-quarter of Microsoft's global workforce of approximately 223,000 employees as of the end of June 2026.