Intel Gaudi 3 Deployment Guide: Cost-Effective Alternative to H100
Gaudi 3 delivers 1,835 TFLOPS at $15K vs H100's $30K. Complete deployment guide with performance benchmarks, migration strategies, and TCO analysis.
Blog
Insights on GPU infrastructure, AI, and data centers.
OpenAI Consumer Device: Jony Ive's Screenless AI Hardware Arrives H2 2026
OpenAI confirms first hardware device for late 2026. Foxconn manufacturing 40-50 million units. Screenless, voice-first design aims to replace smartphone dependency.
BIS Reverses Course: H200 and MI325X Exports to China Now Face Case-by-Case Review
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...
Remote Access Security Act: Congress Closes the Cloud Loophole
House passes bill 369-22 extending export controls to cloud computing. Chinese firms accessed 2,300+ banned Blackwell GPUs through offshore rental arrangements.
Insurance for AI Infrastructure: Protecting $100M+ GPU Investments
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
Data Centers as Grid Stabilizers: How AI Infrastructure Became a Power Asset
NVIDIA, EPRI, and Oracle demonstrate 25% power reduction during peak demand. New reference design could unlock 100 GW of grid capacity nationwide.
NVIDIA's Unassailable Position: A Technical Analysis of Why the Moat Holds Through 2030
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
GPU Firmware and Driver Management: Maintaining 10,000+ GPU Fleets
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
Cooling Distribution Units: Liquid Cooling Infrastructure for AI Data Centers
2025 marks the year liquid cooling tipped from bleeding-edge to baseline. No longer limited to experimental deployments, liquid cooling now operates as a critical enabler for AI infrastructure.¹ Data
The 175 GW Crisis: America's Power Grid Cannot Keep Up with AI Data Centers
By 2033, the US faces a 175 GW capacity shortfall as AI data centers strain aging infrastructure. Federal agencies race to accelerate interconnections while costs mount to $23 billion and rising.
AI Infrastructure RFP Guide: Writing Specifications for GPU Deployments
Supermicro's AI factory cluster solutions ship in small, medium, and large configurations ranging from 4 nodes with 32 GPUs up to 32 nodes with 256 GPUs, with each configuration pre-integrated and
Microsoft's $13 Billion Wisconsin Gamble: 15 New Data Centers on the Former Foxconn Site
Microsoft proposes 15 additional data centers in Mount Pleasant, Wisconsin, transforming the failed Foxconn site into one of America's largest AI infrastructure hubs amid community opposition and regu...