Tokyo Artisan Intelligence said it has finished validating its Sting Ray test chip, a step that could broaden access to lower-power edge AI hardware for industries worldwide. The milestone highlights how startups and foundries are pushing specialized chips that may ease energy pressure from AI, even as they support real-time applications in factories, transport, and infrastructure.

A US emergency order to stabilize electricity supplies during an extreme heat wave has underscored a deepening structural imbalance in the country's power system. As aging grid infrastructure struggles to keep pace with rapidly rising AI-driven electricity demand, Taiwan's power equipment manufacturers are seeing stronger order momentum and extending backlog visibility in North America.

LG Energy Solution (LGES) is emerging as a key battery supplier for humanoid robots, as demand for high-performance batteries shifts from electric vehicles to physical AI systems with tighter space, weight and runtime requirements.

AI server demand is lifting shipments of motor-related power devices at Cystech Electronics, helping the Taiwanese MOSFET and diode designer grow first-half 2026 revenue despite memory shortages weighing on networking products. Wafer foundry and packaging capacity remain tight, with rush orders pushing standard lead times from 180 days to 270 days, according to supply chain sources.

TeraWulf has signed a 20-year lease agreement with AI startup Anthropic to develop a large-scale AI infrastructure campus in Kentucky. The deal is expected to generate approximately US$19 billion in contracted revenue and accelerate the company's transformation from bitcoin mining to AI-focused digital infrastructure.

Analog Devices (ADI) has reportedly notified customers of extended delivery lead times for certain products, with lead times now reaching six months. The company has advised customers to place orders at least six months in advance to help secure an adequate chip supply.