Insights on GPU infrastructure, AI, and data centers.
DeepSeek's new Manifold-Constrained Hyper-Connections framework solves a decade-old scaling problem, enabling stable training of 27B+ parameter models with just 6.7% overhead.
OpenAI's GPT-5.2 achieves 93.2% GPQA Diamond, 100% AIME, 70.9% GDPval. 400K context window drives new inference infrastructure requirements.
Trump's December 11 executive order directs DOJ to challenge state AI laws, threatening 38 states' legislation just as California's landmark transparency requirements take effect.
Meta's data center technicians spent 73 days untangling a "cable spaghetti nightmare" affecting 5,000 GPUs after rapid deployment without proper cable management, resulting in $8.4 million in lost
Transform GPU resource allocation from guesswork into engineering discipline with right-sizing frameworks.
Trump's December 11 executive order directs DOJ to challenge 38 states' AI laws in federal court. With California's landmark transparency requirements taking effect January 1 and a DOJ task force laun...
Saudi Arabia's Global AI Hub Law creates three-tier data embassy system. First G20 nation to enable foreign data centers operating under home-country law.
President Trump's December 11 executive order creates AI Litigation Task Force to challenge state laws and threatens BEAD funding. 23 state AGs push back.
BloombergNEF's December 2025 forecast projects U.S. data centers will draw 106 GW by 2035—a 36% jump from just 7 months ago. What changed.
Global data center M&A reached $61 billion in 2025 while debt issuance doubled to $182 billion. Here's what the financing frenzy means—and the bubble concerns.
Federal regulators clear the way for AI facilities to bypass the grid and connect straight to nuclear and gas plants. Here's what changes.
Google's Gemini 3 Flash delivers 90.4% GPQA Diamond and 78% SWE-bench at $0.50/M tokens. What the fastest frontier model means for AI infrastructure.
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