Taiwan-based UBright Optronics is accelerating its transformation from an LCD optical film specialist into a diversified technology supplier, expanding into semiconductor materials, passive components and smart acoustics. The new businesses are expected to begin generating revenue in 2026 as product certifications advance, but the company has not yet offered guidance on their revenue impact.

Breaking the inference barrier requires a rethink of the whole system architecture, not just faster compute. This was the key takeaway from a recent panel discussion at SuperAI Singapore, which brought chip makers and an AI model accelerator together to address how to overcome inference bottlenecks at a time when compute workloads are hitting up against physical limits.

Robotics has progressed rapidly in the past few years, but major obstacles — including data collection and trust infrastructure — remain barriers to widespread deployment. This was the takeaway from a recent panel of robotics experts at SuperAI Singapore, where they discussed the present and future of the industry.

Japanese electronics manufacturer TDK is acquiring US-based metal 3D-printing startup Fabric8Labs for up to US$400 million, marking its latest push into the fast-growing AI infrastructure market. According to TDK, the deal consists of an upfront cash payment and a multi-year earnout tied to performance targets. Once regulatory approvals are secured, Fabric8Labs will become a wholly owned subsidiary of the Japanese company.

AI's relentless expansion is forcing a structural overhaul of data-center power infrastructure, creating a new investment cycle that extends well beyond servers and semiconductors.