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AIAI Data CenterAI FactoryAI InfrastructureOpinionSovereign AI

Sovereign Data, Sovereign Models: What “AI Sovereignty” Actually Requires Beyond Chips

by Vamsi Chemitiganti August 20, 2026

In my recent piece on sovereign AI and the geopolitics of compute, I covered export controls, national chip programs, and the fracturing of the global AI hardware stack. That’s the …

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August 20, 2026 0 comments
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AIAI Data CenterAI FactoryAI InfrastructureGPUGPU EconomicsOpinion

The Second-Hand GPU Market: What Happens When H100s Get Decommissioned?

by Vamsi Chemitiganti August 20, 2026

Every GPU procurement conversation in AI infrastructure focuses on acquisition — allocation, lead times, pricing on the newest generation. Almost none of it touches the other end of the asset …

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August 20, 2026 0 comments
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Agentic AIAIAI Data CenterAI FactoryAI InfrastructureOpinion

AI Agents and Liability: Who’s Responsible When an Autonomous Workflow Fails?

by Vamsi Chemitiganti August 17, 2026

Agentic AI adoption has outpaced the legal and governance frameworks that determine who bears responsibility when an autonomous workflow makes a costly mistake. A traditional software bug has a fairly …

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August 17, 2026 0 comments
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AIAI Data CenterAI FactoryAI InfrastructureGenAIGenerative AIOpinion

Model Routing Economics: Why Enterprises Are Quietly Building Multi-LLM Gateways

by Vamsi Chemitiganti August 11, 2026

The single-model enterprise AI strategy — standardize on one provider, integrate deeply, move on — is quietly giving way to something more fragmented and, for most CIOs, more sensible: a …

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August 11, 2026 0 comments
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AIAI Data CenterAI FactoryAI InfrastructureStrategyTelcosTransformation

The Telecom AI Factory: Can Telcos Monetize Their Edge Compute Before Hyperscalers Do?

by Vamsi Chemitiganti August 5, 2026

Telecom operators sit on an asset hyperscalers have spent a decade and tens of billions of dollars trying to replicate: physical proximity to the end user. Cell towers, central offices, …

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August 5, 2026 0 comments
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Agentic AIAIBankingFinTechOpinion

AI in Core Banking: Why Agentic Workflows Are Hitting a Compliance Wall

by Vamsi Chemitiganti August 4, 2026

Agentic AI has moved fast in customer support, software engineering, back-office document processing. Core banking is a different story. The same autonomous, multi-step, tool-calling agent architecture transforming other industries is …

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August 4, 2026 0 comments
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AI Data CenterAI FactoryAI InfrastructureCloudOpinion

Neoclouds vs. Hyperscalers: Who Wins the GPU Rental Wars?

by Vamsi Chemitiganti August 3, 2026

A new category of cloud provider has emerged specifically to rent GPU capacity: CoreWeave, Lambda, Crusoe, Together AI, and a growing list of “neoclouds” that do one thing — acquire …

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August 3, 2026 0 comments
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Agentic AIAIAI Data CenterAI FactoryAI InfrastructureOpinion

The Water Problem: AI Data Centers and the Coming Fight Over Cooling Resources

by Vamsi Chemitiganti July 31, 2026

Power gets the headlines. Water is the quieter constraint starting to generate something power scarcity hasn’t produced yet at scale: organized local opposition. AI data centers, especially liquid-cooled high-density facilities, …

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July 31, 2026 0 comments
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Latest Articles

  • Sovereign Data, Sovereign Models: What “AI Sovereignty” Actually Requires Beyond Chips August 20, 2026
  • The Second-Hand GPU Market: What Happens When H100s Get Decommissioned? August 20, 2026
  • AI Agents and Liability: Who’s Responsible When an Autonomous Workflow Fails? August 17, 2026
  • Model Routing Economics: Why Enterprises Are Quietly Building Multi-LLM Gateways August 11, 2026
  • The Telecom AI Factory: Can Telcos Monetize Their Edge Compute Before Hyperscalers Do? August 5, 2026

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