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AIGenAIGenerative AIOpen Weight Models

Introduction to Open Weight Models: What You Actually Download (1/5)

by Vamsi Chemitiganti October 27, 2026

About this series Open weight models have gone from research curiosity to a line item in nearly every enterprise AI strategy I review. Yet most of the conversations I have …

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October 27, 2026 0 comments
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AIAI Data CenterAI FactoryAI Infrastructure

Data Boundaries and the RAG Attack Surface: Why “The AI Has Read Access to the Shared Drive” Should Terrify You (3/4)

by Vamsi Chemitiganti October 8, 2026

This is Part 3 of a 4-part series on architecting security for LLM and agentic artificial intelligence systems in the enterprise. In [Part 1](https://www.vamsitalkstech.com/llm-security/llm-security-isnt-application-security-why-enterprises-need-a-new-architectural-model-%c2%bc/), I argued that LLMs break down …

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October 8, 2026 0 comments
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AIAI Data CenterAI FactoryAI InfrastructureLLM Security

LLM Security With API Gateways(2/4)

by Vamsi Chemitiganti September 18, 2026

Welcome back. This is Part 2 of our series on how to actually architect security for LLMs and agentic artificial intelligence systems in the real world. If you missed Part …

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September 18, 2026 0 comments
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Agentic AIAIGenAIGenerative AILLM Security

LLM Security Isn’t Application Security: Why Enterprises Need a New Architectural Model (¼)

by Vamsi Chemitiganti September 9, 2026

This is Part 1 of a four-part series on architecting security for LLM and agentic AI systems in the enterprise. I’ll cover why the threat model here is genuinely new, …

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September 9, 2026 0 comments
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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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Latest Articles

  • Introduction to Open Weight Models: What You Actually Download (1/5) October 27, 2026
  • Data Boundaries and the RAG Attack Surface: Why “The AI Has Read Access to the Shared Drive” Should Terrify You (3/4) October 8, 2026
  • LLM Security With API Gateways(2/4) September 18, 2026
  • LLM Security Isn’t Application Security: Why Enterprises Need a New Architectural Model (¼) September 9, 2026
  • Sovereign Data, Sovereign Models: What “AI Sovereignty” Actually Requires Beyond Chips August 20, 2026

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