AWS GPU Shortage Pushes AI Startups to Cloud Rivals

Applied Materials and Lam Research are positioned as overlooked opportunities in chip equipment manufacturing despite broad gains across the AI chip sector. Both companies supply critical machinery for chip etching and deposition used in memory chips, which are essential components for AI systems. As memory chip makers rapidly expand manufacturing capacity, demand for their equipment has surged, yet these suppliers have not received the same investor attention as chip designers and manufacturers.

Prime Intellect, a San Francisco-based inference provider valued at $1 billion, is acquiring Moondream, a startup with fewer than 10 employees known for open-source vision-language models. The deal is primarily motivated by Moondream's engineering expertise in optimizing model efficiency rather than its existing product. Prime Intellect aims to differentiate itself in the crowded inference market by making open-source models run faster and cheaper on Nvidia servers.

Anthropic is in final negotiations with NTT Data Group to build its first data center in Japan, according to Nikkei. The facility would have a power capacity of up to 500 megawatts, positioning it as one of Japan's largest data centers. The move signals Anthropic's expansion beyond the United States as AI infrastructure demand grows globally.

French companies are deploying agentic computing systems across space, finance, retail, and public services, building on infrastructure commitments made at summits in 2025 and 2026. The ecosystem spans sovereign AI infrastructure, open models from NVIDIA and Mistral, and production applications from satellite operations to retail product onboarding. This represents a shift from strategic announcements to operational deployment across multiple sectors.