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 …
Vamsi Chemitiganti
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AI Data CenterAI FactoryAI InfrastructureGPUOpinion
GPU Economics: Building the Business Case for On-Premise vs. Cloud GPU Infrastructure
This is not a cloud strategy debate. It is a financial calculation with specific inputs — utilization rate, workload profile, commitment horizon, and hidden operational costs — and most enterprises …
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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 …
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AIAI Data CenterAI Infrastructure
The Industrialization of Intelligence: Navigating the 2026 AI Technology Stack
As we navigate through 2026, the conversation around Generative AI has shifted. We are moving past the “Summer of LLM Proof-of-Concepts” and into a colder, more pragmatic reality: The GenAI …
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Building an AI Factory requires more than just infrastructure—it demands three critical capabilities that span all operational tiers, ensuring the system operates reliably, securely, and efficiently. These cross-cutting concerns form …
