Marc Austin

2 min read

Podcast - FarmGPU on the Ticking Clock Driving Neocloud Economics

A megawatt GPU cluster can cost roughly $1 million to set up, and every month that build runs late is about $1.4 million in lost revenue. That unforgiving math sits at the center of my latest conversation on The AI Hedge with Jonmichael Hands,...

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9 min read

The Enterprise AI Journey: Five Phases from ChatGPT to Owning Your AI Factory

Every enterprise we talk to is somewhere on the same road. The faces in the boardroom change, the industry changes, the model du jour changes — but...

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2 min read

Podcast - Engineering Capital’s Ashmeet Sidana on Open Networking

The last couple of weeks have been filled with news of big-ticket AI acquisitions. It was against this background that I spoke with Ashmeet Sidana,...

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2 min read

Podcast - How Open Compute Is Shaping the Future of AI Clusters

When the Open Compute Project Foundation (OCP) gathered for its Global Summit last year, more than 11,000 people showed up, putting a once-niche...

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8 min read

Disaggregated Inference - Part 1: Why the AI Network Is the Product

The Moment the Industry Noticed the Network At Computex 2026 in Taipei, the AI infrastructure industry got its first look at disaggregated inference...

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hedgehog-contains-security-exploits-with-smaller-blast-radius

9 min read

The Security Math: Shrinking the Blast Radius

Hedgehog AI Network Planner: Part 8

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