The AI chip conversation is dominated by what happens on the silicon: TFLOPS, memory bandwidth, interconnect speed. The infrastructure conversation that determines whether any of that silicon actually works at …
AI
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AIAI Data CenterAI FactoryAI Infrastructure
The Memory Wall: Why HBM, Bandwidth, and the Memory Crisis Will Define the Next AI Chip Generation
Every discussion of AI chip performance focuses on TFLOPS — the raw compute throughput number that vendors put on their datasheets. It is the wrong metric for most AI workloads …
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Agentic AIAIAI InfrastructureFinTechGPU EconomicsOpinionPaymentsTaxation
The Agentic AI Tax: Why Your Token Budget Is About to Explode
Every CFO who approved an AI budget based on 2024 pricing models is about to have an uncomfortable conversation. The problem is not that token prices have risen — they …
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AIAI Data CenterAI FactoryAI InfrastructureArchitectureOpinion
OpenAI, Anthropic, and the $121 Billion Question: Can AI’s Biggest Labs Outgrow Their Compute Bills?
In my recent trilogy analyzing AI market concentration — “Is There An AI Concentration Crisis: When 42 Stocks Become the Entire Market,” “Why Enterprise AI Strategy Must Diverge From Hyperscaler …
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AIAI Data CenterAI FactoryAI InfrastructureOpinionPhysical AI
Physical AI and the Continuous GPU Workload: From Data Centers to the Real World
Language models run in discrete request-response cycles. Physical AI systems — robots, autonomous vehicles, surgical assistants — never stop. The GPU demand they generate is structurally different, and it is …
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AIAI Data CenterAI FactoryAI InfrastructureEnterprise StrategyGenerative AIGPU
The GPU Supply Chain Crisis: What Every Enterprise CIO Must Know in 2026
Lead times now stretch past a year. Hyperscalers have committed $630 billion in AI capex. CoWoS packaging capacity remains structurally oversubscribed. This is not a procurement inconvenience — it is …
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AIAI Data CenterAI FactoryAI Infrastructure
Meta’s AI Spending Paradox: When $135 Billion Actually Makes Business Sense
In my recent trilogy analyzing AI market concentration—”Is There An AI Concentration Crisis: When 42 Stocks Become the Entire Market,” “Why Enterprise AI Strategy Must Diverge From Hyperscaler Playbooks,” and …
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AIAI FactoryAI Infrastructure
Navigating the AI Concentration: The Three Questions Every Enterprise Must Answer
In my first blog , “Is There An AI Concentration Crisis: When 42 Stocks Become the Entire Market,” I revealed how 42 AI-related stocks have generated 65-75% of all S&P …
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In my previous blog, “Is There An AI Concentration Crisis: When 42 Stocks Become the Entire Market,” I revealed how 42 AI-related stocks have generated 65-75% of all S&P 500 …
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AIAI Data CenterAI FactoryAI Infrastructure
Is There An AI Concentration Crisis: When 42 Stocks Become the Entire Market
Let me start with a number that should make every CIO, CFO, and technology strategist stop what they’re doing: 42. In Douglas Adams’ cult classic The Hitchhiker’s Guide to the …
