Insights on GPU infrastructure, AI, and data centers.
NVIDIA CEO Jensen Huang delivered a stark message at the Center for Strategic and International Studies in December 2025: the United States faces a three-year timeline to build AI data centers, while
Uber's Michelangelo platform serving 10,000 engineers with one-click GPU provisioning, OpenAI's API managing 100 billion tokens daily, and NVIDIA's Base Command Platform democratizing supercomputing
Spotify cut ML costs from $8.2M to $2.4M using AWS Spot. Get 70-91% GPU discounts with 2-minute warnings. Complete interruption handling playbook.
OpenAI confirms first hardware device for late 2026. Foxconn manufacturing 40-50 million units. Screenless, voice-first design aims to replace smartphone dependency.
Lloyd's of London's new $500 million AI infrastructure insurance market, Munich Re's specialized GPU coverage protecting against supply chain disruptions, and AIG's cyber-physical policies for data
Gaudi 3 delivers 1,835 TFLOPS at $15K vs H100's $30K. Complete deployment guide with performance benchmarks, migration strategies, and TCO analysis.
NVIDIA, EPRI, and Oracle demonstrate 25% power reduction during peak demand. New reference design could unlock 100 GW of grid capacity nationwide.
Apple licenses Google's 1.2 trillion parameter Gemini model to power Siri. The deal accelerates Private Cloud Compute expansion while Apple builds its own AI server chips.
House passes bill 369-22 extending export controls to cloud computing. Chinese firms accessed 2,300+ banned Blackwell GPUs through offshore rental arrangements.
The Bureau of Industry and Security replaced its presumption of denial with case-by-case licensing for NVIDIA H200 and AMD MI325X chips destined for China. The policy permits up to 900,000 H200-equiva...
Every threat to NVIDIA follows the same script. Analysts identify a challenger—DeepSeek's efficiency, Google's TPUs, AMD's MI300X, open-source models, export controls—and predict market share
A single straggler GPU can slow an entire distributed training job across thousands of nodes. ByteDance learned the hard way that at cluster scales of tens of thousands of GPUs, software and hardware
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