DeepSeek is reportedly working closely with Huawei to influence the design of its future AI chips, a link reportedly closer than typical supplier-customer relationships. The collaboration shows the growing ties between two of China's largest technology firms to sidestep Nvidia.

Nvidia's South Korea representative said the company's Vera CPU already has customers in South Korea and that collaboration with LG Electronics on humanoid robots is expected to deliver results soon. Speaking at KES 2026, Soyoung Jeong outlined Nvidia's role in the shift toward AI agents and physical AI.

FIC Global chairman Leo Chien said the PC market continues to suffer from memory shortages, with a meaningful recovery unlikely in the second half of 2026. However, some industrial PC (IPC) businesses, particularly those in maritime-related applications, have begun to recover from their lows.

Apple's MacBook Neo is intensifying competition in the global low-cost notebook market as rising supply-chain costs push Microsoft and other notebook makers to reassess their product strategies. Microsoft is initially planning to reduce the specifications of its entry-level 12-inch Surface model, reviewing everything from the SoC, memory, camera, and battery to structural components in order to lower the bill of materials (BOM).

On October 19, 2026, China's Ministry of Commerce and eight other government departments issued guidelines on accelerating "technology-driven commerce" that call for deepening the country's "AI+ manufacturing" campaign and enriching the supply of smart goods such as smartphones, computers, home products, wearables, and robots, according to Cailian Press. The guidelines also encourage developing and using smart products based on "secure and reliable" open-source operating systems.

Foxconn is expanding its proprietary FoxBrain large language model (LLM) into vision-language models (VLMs) and vision-language-action models (VLAs), targeting smart manufacturing, electric vehicles (EVs) and robotics. The initiative complements its growing AI server and data centre businesses, with global competition increasingly extending from computing hardware to AI models and applications, alongside rising interest in sovereign AI.

After investing tens of billions of dollars in artificial intelligence (AI), tech giants are stepping up efforts to train specialized engineers who can help businesses apply AI to real-world operations and demonstrate returns on those investments. Known as forward-deployed engineers (FDEs), these professionals combine AI and software development expertise with business knowledge to overcome legacy systems, cybersecurity, and organizational barriers and bring agentic AI into production.

OpenAI is expanding its ChatGPT advertising business by cutting ad prices, adding campaign tools and recruiting advertising talent. ChatGPT has also emerged as one of the platforms advertisers are most likely to increase spending on over the next year, although challenges remain in tracking ad performance and improving targeting accuracy.

The US Department of Homeland Security (DHS) has ordered federal civilian agencies to remove DeepSeek products and third-party services built on the Chinese AI model from their information technology (IT) systems, escalating Washington's scrutiny of Chinese AI.

Zhen Ding Technology Holding announced that it, Elite Material (EMC), Taliang Technology, and Topoint Technology will jointly invest a total of NT$60 million (approx. US$1.85 million) in collaboration with Taiwan's National Central University (NCU) to establish the "Advanced PCB Talent Development Program." The initiative will combine interdisciplinary research capabilities and industry resources to build a long-term industry-academia collaboration platform focused on cultivating talent in advanced printed circuit boards (PCBs) and supporting the industry's development in the artificial intelligence (AI) era.

Google Quantum AI said on October 15, 2026, that it has shown "magic state cultivation" working in practice on its Willow processor, reducing errors about 40-fold compared with uncultivated states. The result, published in Science, is a crucial step toward scaling quantum computing to practical use.

Chinese AI companies expanding overseas could face more clearly defined technology export restrictions under proposed regulations covering foundation models, AI agents, chip design, and large-scale computing clusters.

Taiwanese electronics makers are deepening their presence in Mexico's Chihuahua state, drawn by surging US demand for AI servers, officials and business leaders told a seminar in Taipei on October 19. The pace of foreign investment is driven by the state's access to the US market, even as Chihuahua seeks to transition from a manufacturing base into a research and design hub.

The economics of the foundry business have always carried a particular contradiction: semiconductor manufacturing demands enormous upfront capital and years of sustained investment, yet the companies making those investments are expected to preserve enough strategic independence to respond quickly to technology cycles and customers.

The 2026 OCP Global Summit, held from October 12 to 15 in San Jose, California, highlighted a shift from open server hardware to open AI infrastructure. Rack-scale standardization is now expanding into system-level co-design for AI factories.

DeepSeek released an updated version of its V4.1 Flash artificial intelligence (AI) model on October 17, improving coding and reasoning performance while reducing task execution time and output length. The DeepSeek-V4.1-Flash-1017 update arrived five weeks after the previous version and was designed to make AI agents more efficient across software development and other task-based applications.

Samsung Electronics is developing the Exynos 2700 for broader use across its Galaxy S27 lineup in 2027, while Huawei has moved its next-generation Kirin chips into testing. The competing efforts are raising pressure on Samsung to improve application processor (AP) performance, manufacturing yields and cost competitiveness as it seeks to reduce its reliance on Qualcomm and MediaTek.

Anthropic is offering Blackstone a total return of more than 10% to help finance a US$60 billion artificial intelligence (AI) chip procurement package, as higher infrastructure financing costs make expanding computing capacity more expensive. The proposed arrangement, reportedly code-named Project North Star, would fund purchases of Google tensor processing units (TPUs) with a combined capacity of approximately 1.5 GW.

Acer Inc. subsidiary Weblink International Inc. has secured agency rights for AvePoint in Taiwan and the Asia-Pacific region, expanding its enterprise solutions portfolio amid accelerating cloud and AI adoption and the growing importance of data governance and information security.

Toyota plans to transition its entire lineup of approximately 50 vehicle models to software-defined vehicles (SDVs) by 2030, equipping them with advanced software capabilities that allow owners to upgrade vehicle functions through over-the-air (OTA) updates after purchase.

Anthropic has opened its fifth Asia-Pacific office in Singapore and signed a memorandum of understanding with the city-state's digital ministry, broadening cooperation on AI safety, security, evaluation, and adoption. The move expands the company's presence in a market where Claude use is among the highest in the world, with implications for governance.

Anthropic has signed its first data center lease in Canada, taking capacity at the Point Tupper data center campus planned by energy company EverWind Fuels in Nova Scotia. The facility will be built in two phases, with the first 95-megawatt phase scheduled to open by the end of 2027.

Taiwan-based iBase Solution is expanding from industrial computers (IPCs) and energy storage into liquid-cooled prefabricated modular data centers, targeting AI infrastructure construction and engineering, procurement, and construction (EPC) contracts. The company aims to leverage its energy storage expertise, system integration capabilities, and customer relationships to capture opportunities in power, cooling, and data center development as global AI investment grows.

AI-driven memory demand is growing exponentially, pushing the industry into a structural supply shortage. As supply tightens and contract prices surge in 2026, major AI companies and cloud service providers (CSPs) are increasingly signing long-term agreements (LTAs) lasting three to five years with memory manufacturers to secure supply and manage soaring costs.

China is moving to tighten oversight of technology transfers that support its companies' overseas expansion, proposing export bans and licensing requirements for artificial intelligence (AI), biomedicine, and solar manufacturing, and requiring exporters to register covered transactions immediately.