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Aug 12, 2026

HBM4 Explained: Why Memory Bandwidth Matters More Than TFLOPS

A breakdown of JEDEC's HBM4 spec, real inference throughput numbers, and why the bandwidth line matters more than the petaflop headline

Vamsi Krishna Ch
Vamsi Krishna Ch
Cloud vs on-prem AI: why you're asking the wrong question

Cloud vs on-prem AI: why you're asking the wrong question


Vamsi Krishna Ch
Vamsi Krishna Ch

May 7, 2026

Why every AI infrastructure pitch sounds the same right now

Why every AI infrastructure pitch sounds the same right now


Vamsi Krishna Ch
Vamsi Krishna Ch

May 7, 2026

The 5 questions you should answer before any AI infrastructure decision

The 5 questions you should answer before any AI infrastructure decision


Vamsi Krishna Ch
Vamsi Krishna Ch

May 7, 2026


HBM4 Explained: Why Memory Bandwidth Matters More Than TFLOPS

AI Infrastructure Evaluation Framework — How to Assess Compute Decisions | Hardware Hive

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Aug 12, 2026

HBM4 Explained: Why Memory Bandwidth Matters More Than TFLOPS

A breakdown of JEDEC's HBM4 spec, real inference throughput numbers, and why the bandwidth line matters more than the petaflop headline

Vamsi Krishna Ch
Vamsi Krishna Ch
What the GPU Supply Chain Shift Means for Enterprise AI Infrastructure Planning in 2026

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Jul 30, 2026

What the GPU Supply Chain Shift Means for Enterprise AI Infrastructure Planning in 2026

GPU lead times have compressed. Cloud capacity has grown. Here's what the 2026 AI infrastructure market means for your on-prem and cloud strategy.

Vamsi Krishna Ch
Vamsi Krishna Ch
Cloud vs. On-Premises AI Infrastructure: The Three-Variable Decision Matrix Every Architect Needs

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Jul 30, 2026

Cloud vs. On-Premises AI Infrastructure: The Three-Variable Decision Matrix Every Architect Needs

Cloud or on-prem for AI? The answer depends on three variables: data sensitivity, load profile, and operational maturity. Here's the decision matrix every solution architect needs.

Vamsi Krishna Ch
Vamsi Krishna Ch
Why Mid-Size Enterprises Are Getting AI Infrastructure Wrong — And What the Smart Ones Are Doing Differently

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Jul 28, 2026

Why Mid-Size Enterprises Are Getting AI Infrastructure Wrong — And What the Smart Ones Are Doing Differently

Hyperscale AI infrastructure strategies don't apply at mid-market scale. Here's what smart mid-size enterprises are doing differently — and the pattern separating winners from the rest.

Vamsi Krishna Ch
Vamsi Krishna Ch
I Reviewed 6 Enterprise AI Infrastructure Proposals. Here's What They All Got Wrong.

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Jul 28, 2026

I Reviewed 6 Enterprise AI Infrastructure Proposals. Here's What They All Got Wrong.

Reviewed 6 enterprise AI infrastructure proposals. The vendors differ. The mistakes don't. Here's the pattern every IT leader needs to know before their next RFP.

Vamsi Krishna Ch
Vamsi Krishna Ch
The 7-Question Vendor Evaluation Framework: How to Assess Any AI Infrastructure Pitch Without Getting Sold To

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Jul 2, 2026

The 7-Question Vendor Evaluation Framework: How to Assess Any AI Infrastructure Pitch Without Getting Sold To

Enterprise AI vendors have answers for every standard question. These 7 questions get past the prepared answers to what you actually need to know before you commit.

Vamsi Krishna Ch
Vamsi Krishna Ch
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