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Inside Enterprise AI

A practitioner's perspective on AI, cloud, and technology transformation — and the economics of making them work inside real enterprises. Every issue is archived here on my own site.

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Inside Enterprise AI · August 18, 2026 · 4 min read

Beyond Tokens: What Is AI Really Selling?

Enterprises don't buy tokens — they buy work. How Microsoft, Google, OpenAI, and Anthropic are all racing up the stack from tokens to work, and why the real metric is dollars of useful work per dollar spent.

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Inside Enterprise AI · August 15, 2026 · 4 min read

$15 Billion in One Month: When the AI Trade Meets Reality

Jane Street's ~$15B July loss and the Situational Awareness fund — a spectacular AI-trade reversal, and what it says about the gap between a real technology and a successful investment.

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Inside Enterprise AI · August 13, 2026 · 4 min read

When AI Compute Becomes an Asset Class

What if AI compute itself becomes something to be financed, securitized, and traded like a commodity? A look at the financialization of compute — and where the analogy breaks down.

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Inside Enterprise AI · August 11, 2026 · 6 min read

The AI Infrastructure Gold Rush: Who Ultimately Pays the Bill?

Nvidia and the hyperscalers are deploying hundreds of billions into AI infrastructure. But someone ultimately has to generate the return. A practitioner's view on the total cost of enterprise AI — and who captures the value.

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Inside Enterprise AI · August 11, 2026 · 3 min read

What Happens If AI Inference Moves Off the Cloud?

Today's AI investment thesis assumes ever-growing centralized cloud inference. But open-weight models, smaller models, and AI-capable PCs raise a question: what if inference becomes increasingly hybrid — and what does that mean for the trillions being committed to infrastructure?

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