Morgan Stanley said TSMC's advanced packaging allocation is expected to shift in 2027, as processor demand tied to agentic AI lifts AMD's CoWoS usage and reduces Nvidia's share. The report, cited by Wccftech, attributed the shift to TSMC's rising capacity amid expanding industry-wide demand.

CMOS image sensor (CIS) manufacturer Silicon Optronics (SOI) president Bob Chen pointed out during an earnings call on August 25 that artificial intelligence (AI) demand has caused price hikes and shortages for memory since the fourth quarter of 2025. With market supply remaining tight and showing no signs of easing, this has led to a clear polarization in the security camera market. Going forward, the company will continue accelerating its development of higher-end back-side illumination (BSI) products to improve its overall product mix.

Bioteq is increasing output at its Yilan Science Park plant, a move that could affect supply chains across Asia, Africa, and the Americas. As the company shifts more products and upgrades equipment, it is aiming to improve efficiency, manage geopolitics, and support demand in developing markets.

Nvidia used Hot Chips 2026 to disclose more details about Vera, its next-generation data-center CPU, as the company pushes deeper into the standalone server processor market long dominated by Intel and AMD.

Deloitte Taiwan said global companies are rushing to discuss physical AI, but only a small share have embedded it into day-to-day operations, highlighting a widening gap between ambition and deployment. For readers worldwide, the finding signals that industrial AI's next phase may advance unevenly, shaped by costs, talent, safety, and integration.

AI memory excess profits are beginning to change Samsung Electronics' capital-allocation logic. The company recently said that, under its current 2024-2026 shareholder return policy, the remaining funds available for shareholder returns in 2026 are estimated at about KRW90 trillion-KRW110 trillion (about US$65 billion-US$79 billion), a record high, while the market has already started looking to the next three-year period.

Taiwan AI Cloud General Manager Han-chang Wu said at the 2026 Taiwan Sustainability Summit on August 25 that as open-source models mature, computing power becomes easier to access, and generative AI becomes more widespread, the barriers to enterprises launching AI proof-of-concept (POC) projects have fallen sharply. But moving AI from a demo to formal deployment is not just about model capability; it is about whether it can support core enterprise workflows.

Taiwan's Financial Supervisory Commission said on August 25 that strong global demand for Taiwan-made AI servers and high-performance computing lifted corporate earnings in the first half of 2026. The agency said pretax profits at listed and OTC companies reached their highest first-half level in 10 years.

Nvidia has introduced Jetson Orin Nano 2, a compact robotics computer aimed at entry-level edge AI, with implications for developers building autonomous machines worldwide. The system promises faster, more efficient on-device intelligence for robots, drones, and vision systems as physical AI adoption expands across industries and markets.

OpenAI said its first custom inference chip, Jalapeño, delivered faster responses and better power efficiency than competing systems in tests across several large language models. The findings could matter for global users, as cheaper, lower-latency AI infrastructure may help expand access, improve reliability, and support more capable agents worldwide.

Apple unveiled new Mac mini and Mac Studio desktops on August 25 in what Reuters called "likely the final product launch of Tim Cook's tenure as CEO." The machines read less like a farewell than like a handover note. Cook becomes executive chairman on September 1, when John Ternus, senior vice president of hardware engineering, becomes chief executive under a succession Apple announced in April.