NVIDIA Powers 81% of World's 500 Fastest Supercomputers

Groq, an AI chipmaker, confirmed a $650 million funding raise and is restructuring its business following what the article describes as Nvidia's $20 billion not-acqui-hire deal. The company is pivoting toward its neocloud business and hiring new executives to lead the repositioned strategy.

President Trump signed two executive orders on Monday focused on quantum technology development. The first order, which has circulated in draft form for months, directs federal agencies to increase research investment in quantum. The orders represent a significant policy push for quantum as a priority area, though details on implementation and funding remain limited in available reporting.

ASML, the Dutch company that dominates global chip lithography, has begun shipping a new $400 million machine capable of etching transistor features at eight nanometers, enabling chipmakers to continue shrinking components and increasing density. The machine uses extreme-ultraviolet light to pattern silicon wafers and represents the culmination of over a decade of engineering work. ASML controls roughly 90% of the global lithography tool market, making it essential infrastructure for the chip industry and a geopolitical flashpoint as governments seek to control advanced chip access.

As AI inference workloads shift from discrete queries to persistent, multi-step agentic systems, the bottleneck has moved from GPU compute to context management. Context volumes are growing faster than GPU efficiency improvements due to expanding context windows, chained model calls in agentic systems, and enterprise requirements for persistent inference state across sessions. A new dedicated storage tier, optimized for key-value cache and retrieval data, is emerging between GPU memory and bulk storage to address this gap.