Insights on GPU infrastructure, AI, and data centers.
Amazon Web Services increases H200 GPU instance prices by 15% in January 2026, breaking a two-decade trend of declining cloud compute costs. The move signals persistent AI infrastructure supply constr...
DeepSeek's V4 model arrives mid-February 2026 with Engram memory architecture, targeting Claude and GPT supremacy in code generation.
Microsoft unveils pledges to pay full power costs, reject tax breaks, and replenish water as 142 activist groups across 24 states organize against AI data center expansion. The announcement follows Tr...
DOJ shuts down $160M NVIDIA chip smuggling network to China. First AI diversion conviction. H100/H200 GPUs relabeled as 'SANDKYAN.' Operation Gatekeeper ongoing.
President Trump's December 2025 executive order establishes DOJ task force to challenge state AI laws, conditions $42B in broadband funding on regulatory compliance, and sets up a federal-state confro...
Training infrastructure consumes millions of dollars over months to create a model, while inference infrastructure serves that model billions of times at microsecond latencies. A single GPT-4
Elon Musk's xAI announced a $20 billion data center in Southaven, Mississippi—the largest private investment in state history. The 2 GW facility expands the Memphis-area Colossus cluster to create wha...
Meta has signed agreements with Oklo, TerraPower, and Vistra for up to 6.6 GW of nuclear power by 2035—enough to power 5 million homes. The deals validate SMR commercialization and reshape AI infrastr...
Cloud GPU costs hit $35K/month for 8 H100s. On-premise pays off in 7-12 months. Learn the economics driving hybrid AI infrastructure decisions.
H100 rental prices drop from $8/hr to $2.85/hr as 300+ providers enter market. Strategic implications for GPU procurement and ownership decisions.
Spotify's vector database stores 420 billion embedding vectors from 500 million songs and podcasts, enabling real-time recommendation queries that search across this massive space in under 50
AI storage market grows from $36B to $322B by 2035. DDN delivers 4TB/s to NVIDIA Eos. GPUDirect, NVMe-oF, and parallel file systems feed hungry GPU clusters.
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