Meta says custom silicon is critical to scaling next-generation AI and has published a roadmap update for its MTIA family. The company says it accelerated development enough to release four generations in two years as model architectures keep changing faster than traditional chip cycles.
OpenAI and Amazon announced a multi-year strategic partnership on February 27, 2026. The deal combines a new Amazon Bedrock-based Stateful Runtime Environment, exclusive third-party AWS distribution for OpenAI Frontier, approximately 2 gigawatts of Trainium capacity, and a $50 billion Amazon investment.
NVIDIAAI says it is partnering with Thinking Machines to deploy at least 1 gigawatt of NVIDIA Vera Rubin systems for frontier AI training. Thinking Machines frames the partnership as infrastructure for both frontier model training and platforms for customizable AI.
Meta said its long-term AMD agreement will provide up to 6GW of AMD Instinct GPU capacity for AI infrastructure. First shipments are planned for the second half of 2026 on Helios rack-scale systems.
OpenAI announced $110B in new investment on February 27, 2026, alongside Amazon and NVIDIA partnerships aimed at compute scale. The company tied the move to 900M weekly ChatGPT users, 9M paying business users, and rising Codex demand.
Google used AI Impact Summit 2026 to bundle infrastructure, public-sector grants, and workforce programs into one AI adoption package. The announcements include $15 billion for Indian cloud and AI infrastructure, two new $30 million initiatives for government and science, and a training effort aimed at 720,000 workers.
NVIDIA said major operators and telecom suppliers have agreed to work on 6G using open and secure AI-native platforms. The coalition turns 6G planning into a broader contest over programmable AI infrastructure, not only radios and spectrum.
NVIDIA and Coherent announced a March 2, 2026 multiyear strategic agreement focused on advanced optics for AI data centers. The deal includes a $2 billion NVIDIA investment in Coherent plus a multibillion purchase commitment.
NVIDIA announced a multiyear strategic agreement with Lumentum focused on advanced optics for next-generation AI infrastructure. The nonexclusive deal includes a multibillion purchase commitment and capacity access rights for laser components. NVIDIA also said it will invest $2 billion in Lumentum for R&D, future capacity, and U.S.-based manufacturing expansion.
Anthropic announced a $30 billion Series G round at a $380 billion post-money valuation. The investor mix combines strategic companies and major financial firms, with continued backing from existing investors.
Microsoft announced on February 17, 2026 that it will invest an additional $50 billion over five years to reduce AI inequality across the Global South. The plan combines infrastructure expansion, ecosystem development, and workforce skilling.
OpenAI launched ‘OpenAI for India’ as a multi-track national rollout spanning compute, government services, education, and startup support. The plan includes an initial $30B commitment, optional $10B follow-on rounds, and a first-phase 5 GW infrastructure target.