OpenAI has acquired biotech startup Orchestra Bio and will integrate its team and technology into its life sciences research platform, Rosalind, expanding AI applications in drug development in an effort to accelerate the arrival of new therapies.

Nvidia used its first GTC conference in Berlin to present a factory-style approach to AI, framing AI production as an industrial process. CEO Jensen Huang introduced the DSX full-stack architecture and DSX POD, a modular computing container designed to speed data-center deployment and bring systems online faster across Europe.

Japanese Prime Minister Sanae Takaichi will finalize a five-year plan by the end of 2026 outlining an investment blueprint for 17 strategic sectors. The plan will prioritize semiconductors and gaming for near-term investment, while physical AI and hydrogen are positioned as the next growth drivers.

Amazon plans about US$220 billion in capital expenditure in 2026, mainly for cloud and AI infrastructure, but delays in data center power and construction are causing server racks to arrive before they can be deployed. The bottleneck is leaving expensive equipment in warehouses, preventing it from immediately generating computing capacity and revenue.

Tesla's move into early production of its Optimus humanoid robot has exposed an unusual challenge in scaling embodied artificial intelligence (AI): the company may need to manufacture thousands of robots before it can generate enough training experience to make them commercially useful.

Amazon will invest more than EUR160 billion (about US$17.9 billion) in Germany in 2027 to expand its cloud computing, artificial intelligence (AI), low-Earth-orbit (LEO) satellite network, logistics and media-content businesses, while establishing its second robotics and AI research laboratory in Berlin.

Meta Platforms is limiting the Muse personal AI agent to the US and Canada for now, saying that compute costs are the main reason it hasn't gone global.

As Nvidia expands its chip business beyond technology giants into emerging AI markets such as new cloud providers, it has become a "central bank" helping these companies expand by backing customers and demand. But as Nvidia-backed AI cloud companies come under pressure, concerns are growing over how long Nvidia can sustain this role.

Samsung Electronics has disclosed a patent application targeting GPU memory shortages when multiple users simultaneously submit requests to AI servers. By calculating data-transfer costs between GPUs and CPUs and minimizing unnecessary transfers, the technology is designed to enable AI servers to process more user requests quickly within limited memory capacity, without adding GPUs.

Nvidia is positioning the expansion of artificial intelligence as an infrastructure and industrial shift, not simply a software trend. At GTC Berlin, CEO Jensen Huang described an economy spanning energy, computing, AI factories, models, and applications, while urging Europe and telecom operators to build capacity to produce, host, and deploy autonomous AI systems.

Nvidia said on October 21 that it is working with six supply chain partners to expand manufacturing capacity for substrates, advanced packaging, testing, and optical engines to meet growing demand for its accelerated computing and AI factory platforms.

Wheeled robots could address as much as 80% of the market, according to PAL Robotics CEO Francesco Ferro, a notable assessment from a company that also develops bipedal humanoids.

IBM's third quarter went some way towards answering whether the deal slippage that hit its second quarter reflected weaker demand or delayed timing. Revenue rose 5% year on year, or 6% at constant currency, to US$17.1 billion for the quarter ended September 30, 2026, an acceleration after a second quarter that led the company to cut its full-year outlook in July.

Meta Platforms' third quarter showed that its core advertising business is still growing fast enough to carry one of the largest infrastructure programs in the technology industry. Still, it also showed legal liabilities becoming a material cost line. Revenue rose 26% year on year to US$64.6 billion for the quarter ended September 30, 2026, while the operating margin fell to 20% from 40% a year earlier.

Syscom Computer Engineering is expanding its portfolio in edge AI and its broader enablement ecosystem, with the company showcasing its latest products at the 2026 AIoT Taiwan exhibition, under the theme "Edge Intelligence Now."

Precision gearmaker Khgears International is expanding into humanoid robot joint components and expects its newly developed differential reducer to enter mass production in 2027. The company said shipments for new projects should remain strong through the fourth quarter of 2026, after reporting September revenue of NT$336 million (US$10.3 million), up 27.61% year on year.

TECO Electric and Machinery showcased its transformation from an air-conditioning equipment maker to a systems integrator at the 2026 RHVAC Taiwan on October 20, focusing on AI data center thermal management and refrigerants with low global warming potential (GWP). The company expects commercial air conditioning and AI data center cooling solutions to account for more than 60% of its air conditioning technology business group's revenue in 2027.

Market expectations for cloud AI demand have generally remained bullish through 2028-2029, with order visibility extending clearly over the next two to three years. The outlook for 2027 is therefore similarly positive.

HD Hyundai Robotics unveiled a dual-arm robot under development at FIX 2026 in Daegu, South Korea, on October 21, marking its first public showing as the company seeks to expand beyond conventional industrial automation into humanoid systems designed for factory work.

AMD and Intel plan to consolidate their PyTorch optimizations for x86 processors in oneDNN, aiming to give AI developers a common path to performance improvements across both companies' CPUs and reduce the work of maintaining separate software paths.

Qisda Group is targeting rack-scale AI opportunities in data centers by accelerating development of its rack-scale AI solutions. Through in-house design, manufacturing, and cross-domain integration, Qisda is bringing together Alpha Networks, Aewin Technologies, Arivor Technologies, and GrAndvance Technology to combine high-speed connectivity, modular computing, and advanced liquid cooling. Together, they are building flexible, scalable AI infrastructure, from individual equipment to complete rack-level systems.

Anthropic's draft IPO prospectus captures the tension behind its rapid growth: first-half revenue surged to US$16.3 billion, while the company reported a US$80.7 billion net loss and outlined potential computing commitments of up to US$750 billion.

China has established a new state-owned enterprise, National Data Group, headquartered in Xiong'an, Hebei province. Ding Xuexiang, a vice-premier of the State Council, attended its inauguration on October 20.

The US imposed sanctions on five Chinese entities tied to ex-Google engineer Linwei Ding for theft of trade secrets. The action follows his conviction for stealing confidential AI technology from Google, apparently to benefit Chinese firms.

Physical AI that can sense, reason, control machines and interact with people, Salil Raje, senior vice president of AMD's Embedded Computing Group, said TOPS (trillions of operations per second) no longer adequately measures performance, and that the industry must rethink how it defines performance for systems that require end-to-end, real-time responsiveness.