As AI shifts from cloud training to edge inference, the memory stack is moving beyond data access toward system-level coordination, reshaping controller design, supply chain roles, and value distribution.

Biren Technology reported 2025 revenue of CNY1.04 billion (approx. US$150.47 million), up 207.2% year-over-year, supported by demand from domestic data centers and AI enterprise customers. Gross margin rose to 53.8%, up 0.63pp. The company's BR10X general-purpose GPU remained the main revenue contributor, while its next-generation BR20X is set for launch in 2026.

By late March, Taiwan's equity market is offering a more nuanced read of the AI infrastructure boom. While accumulated revenue and year-over-year growth through February continue to point to strong structural demand, recent share price movements suggest that the market has begun to recalibrate expectations. The result is a growing divergence between backward-looking financial data and forward-looking capital market signals.

South Korea has approved a KRW250 billion (approx. US$166 million) investment in local artificial intelligence (AI) chip startup Rebellions, as part of a government push to build a globally competitive AI chipmaker.

Generative AI is moving from concept to commercial deployment, reshaping the global technology supply chain. It is shifting from a productivity tool to a core enterprise infrastructure. At the same time, layoffs are accelerating across Silicon Valley tech firms, Wall Street institutions, semiconductor companies, and Taiwan IC design houses.