AWS has launched the open-source TorchNeuron tool, allowing developers to port PyTorch artificial intelligence (AI) applications to its custom Trainium chips without rewriting code. Google has followed with TorchTPU, while AMD and Intel are integrating AI software optimizations as chipmakers challenge Nvidia's market advantage built on the CUDA ecosystem.

DRAM price growth has slowed sharply in the fourth quarter of 2026, but severe supply shortages are intensifying as manufacturers continue to restrict shipments. Industry sources expect DRAM supply from leading manufacturers to shrink by 30% to 50% for the next two to three quarters, widening the supply gap in 2027.

This week's coverage highlights shifting technology supply chains and rising demand across foldable smartphones, memory, energy storage, robotics, and AI infrastructure. Apple lifted its iPhone Duo shipment target after strong preorders, while memory makers faced conflicting forecasts over Chinese capacity and sustained AI demand. Taiwan advanced industrial microgrids and saw its first semiconductor strike, as Texas Instruments reported tightening analog supply. Chinese energy storage suppliers reportedly retreated from the US amid reciprocal technology and ownership restrictions.

India's smartphone shipments fell 20% year over year in the third quarter of 2026, reaching a decade low as higher memory costs pushed device prices up. The downturn highlights affordability pressures for consumers and could prompt manufacturers to raise prices, reshape portfolios, and rely on premium segments globally.

Intel has entered into a definitive agreement to acquire Classiq, a quantum computing software company, in a move aimed at combining Classiq's quantum algorithm synthesis platform with Intel's silicon-based quantum hardware and semiconductor manufacturing capabilities.

Tata Communications announced on October 26 that it plans to invest US$400-450 million in approximately 10,000 kilometers of long-haul fiber across India, linking data centers and AI hubs as it expands its connectivity business. The network will connect domestic corridors with its global backbone.

The claim that more than half of China's artificial intelligence (AI) computing power is being used to produce micro-dramas has reignited debate in China's technology sector over whether the country is directing too much of its AI computing resources to entertainment content while neglecting productivity applications.

Cadence Design Systems is betting that chipmakers will want AI models trained on its own design tools and run wherever customers choose. That puts it on a different route from rival Synopsys, which is building its specialized model with OpenAI on OpenAI-hosted infrastructure. On October 26, alongside its third-quarter results, Cadence introduced Maestro, a portfolio of domain-specialized AI models that power its AI super agents for chip and system design.

India's electronics and IT minister, Ashwini Vaishnaw, has set October 23, 2028, as the date by which the country will have mobile phones that are designed, manufactured, and branded domestically, as New Delhi seeks to move beyond assembling devices for foreign brands.

Celestica's latest results suggest that its next challenge will be expanding production fast enough to serve AI infrastructure customers while keeping cash requirements under control. The company forecast US$40 billion in revenue for 2027, putting manufacturing capacity and growth financing at the center of its outlook.

Samsung Electronics Executive Chairman Lee Jae-Yong is reportedly set to visit the company's Robotics eXperience (RX) business unit in Seoul's Umyeon-dong by the end of October to review humanoid robot development and preparations for CES 2027. If the visit takes place, it will be Lee's first visit since the organization was established, highlighting Samsung's strategy of commercializing robots through manufacturing applications.