Cost Per Token Analysis: Optimizing GPU Infrastructure for LLM Inference
OpenAI spends $0.00012 per token while others pay $0.001. Learn GPU selection, quantization, and deployment strategies reducing LLM inference costs by 90%.
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Insights on GPU infrastructure, AI, and data centers.
Ethernet Switches for AI: The 51.2Tbps Platforms Connecting GPU Clusters
Ethernet now leads AI back-end network deployments. Dell'Oro Group reports that compelling cost advantages, multi-vendor ecosystems, and operational familiarity drive adoption over InfiniBand in
AWS Raises GPU Prices 15%: A Signal of Structural Supply Constraints
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...
Google's $4.75B Intersect Power Acquisition Signals Hyperscaler Vertical Integration into Energy
Alphabet acquires Intersect Power for $4.75 billion, gaining multiple gigawatts of energy and data center projects. The deal marks the clearest example of hyperscalers moving from power procurement to...
DeepSeek Bans Spread Across Governments as Security Concerns Mount
Governments worldwide ban DeepSeek from official devices citing hidden code linking to China Mobile, data storage in China, and national security risks. U.S. Congress advances bipartisan legislation.
Pentagon Integrates Grok AI Across Classified Networks as Hegseth Overhauls DOD Tech Strategy
Defense Secretary Hegseth announces xAI's Grok joining Google Gemini on Pentagon networks, unveils seven AI initiatives including autonomous battle management, and consolidates tech offices under CTO ...
Microsoft's 10.5 GW Brookfield Deal Rewrites Corporate Energy Procurement
Microsoft's $10B Brookfield agreement delivers 10.5 GW renewable capacity through 2030, 8x larger than any previous corporate PPA.
Pentagon Solicits AI Data Center Proposals for Four Military Installations
The Department of Defense requests proposals to develop AI data centers on underused military base land at Fort Hood, Fort Bragg, Fort Bliss, and Dugway Proving Ground. The move signals government ent...
China's Linglong One Set to Become World's First Commercial Onshore SMR in 2026
China's Linglong One (ACP100) enters final testing for H1 2026 commercial operation—the world's first land-based commercial SMR, years ahead of Western competitors.
Microsoft's 'Community First' Initiative: A $600B Industry Confronts Its Backlash
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...
DeepSeek V4 Targets Coding Dominance with Mid-February Launch
DeepSeek's V4 model arrives mid-February 2026 with Engram memory architecture, targeting Claude and GPT supremacy in code generation.
First AI Chip Smuggling Conviction: $160M NVIDIA Pipeline Shut Down
DOJ shuts down $160M NVIDIA chip smuggling network to China. First AI diversion conviction. H100/H200 GPUs relabeled as 'SANDKYAN.' Operation Gatekeeper ongoing.