As AI spreads across industries and everyday life, the experience of using it is becoming increasingly measurable, routable, and billable. The rapid proliferation of models is turning AI consumption itself into a metered business, with enterprises paying not only for access to models but for the tokens generated, processed, and managed around them.

Samsung Electronics' latest results show AI infrastructure demand increasingly determining the group's earnings, with soaring semiconductor profit offsetting continued losses in its consumer-device division. The company said a sharp expansion in high-bandwidth memory (HBM) sales and rising memory prices drove another record quarter, while its outlook pointed to supply pressure further as customers expand AI investment.

SpaceX is expanding its AI computing infrastructure to meet rising demand for AI applications, securing US$40 billion in financing commitments for GPUs and equipment. The surge in neocloud orders is reshaping the order landscape for Taiwan original design manufacturers (ODMs), including Foxconn, Quanta, and Wistron, and could accelerate a move from traditional original equipment manufacturer (OEM) sales to direct ODM supply and, eventually, to the delivery of complete AI data-center systems.

IDC and cloud service provider Chief Telecom Inc. reported revenue of NT$1.077 billion (US$33.18 million) for the third quarter of 2026, up 14.9% year on year, while net income rose 22.4% to NT$332 million. Earnings per share reached NT$4.31 as gross margin climbed to 51.5%, putting revenue and profit ahead of the year-earlier period.

Apple's first touchscreen Mac reverses a design stance the company defended for more than a decade and is a premium-priced test of whether touch and tandem OLED can lift Mac demand in a shrinking PC market, with Samsung Display reportedly supplying all the panels.

Google's parent, Alphabet, is turning demand for artificial intelligence into a larger cloud business. Still, its latest quarter shows that stronger operating performance does not yet remove the financial burden of building the infrastructure behind it. Cloud revenue more than doubled, while spending on property and equipment exceeded the cash generated by operations.

Google has retaken first place on a closely watched independent ranking of AI models with Gemini 4 Carbon, its second flagship release in a month. The lead is narrow, though; the model remains out of reach for most developers, and independent testers have flagged trade-offs that qualify the company's claims.

LG Electronics' latest quarter shows how appliances, vehicle components, and an improving television business are supporting earnings while the company builds new positions in data center cooling and robotics. The results also show the limits of that protection: profit improved from a year earlier but fell sharply from the preceding quarter, and management expects consumer demand to remain difficult.

Samsung Electro-Mechanics (SEMCO) told investors on October 28 that long-term agreements are expected to account for more than 60% of its multilayer ceramic capacitor (MLCC) revenue next year, showing how far ahead AI data center builders are reserving components. It said demand was growing faster than expected despite capacity additions and that supply of both MLCCs and flip-chip ball grid array (FCBGA) substrates would tighten further in the fourth quarter.

Microsoft's latest results suggest that enterprise demand for cloud computing and artificial intelligence is supporting stronger operating earnings even as some infrastructure capacity arrives later than planned. The distinction matters: management said spending below the company's forecast reflected delivery delays, not a retreat from its expansion plans.

Lenovo Group announced that its annual global innovation event, Tech World, will return to CES 2027 in Las Vegas, taking place at Sphere as part of the keynote program. The event will feature a lineup of prominent speakers and showcase the latest technological innovations and achievements, while combining technology and music to deliver a unique, immersive experience.