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Independent research on AI economics and infrastructure: where the value is being created, who keeps it, and who ends up paying for it.

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Independent research on AI economics and infrastructure · Commissioned research

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The foundational argument

The Software Collapse Has Already Happened

The structural and historical framework

The Silicon Industrialists

Part 1: AI's Gilded Age · Part 2: Tech’s Great Escape · Part 3: The Return of the Bind

Predictions, then scoring

A Tale of Two Earnings

The predictions · The scoring

A monthly record

The Compute Watch

What it tracks and why

All articles

The Silicon Industrialists - Part 3: The Return of the Bind

4 September 2026 · The Silicon Industrialists, Part 3 · raw .md ↗

AI did not create the structure producing its concentration. It inherited it. Part 3 traces how the separations that made the PC, independent software, and the open internet possible were gradually reversed through cloud infrastructure, subscriptions, externalised technical capability, gated distribution, joined identity, and the institutional conditions that allowed those dependencies to accumulate.

A Tale of Two Earnings - What the Filings Cannot Show

31 July 2026 · A Tale of Two Earnings, Part 2 · raw .md ↗

Six structural claims about hyperscaler earnings disclosure, filed before the event with pass/fail conditions, all confirmed. The score matters less than what it reveals: a recurring pattern in which investment effects, commercial demand, and infrastructure costs are each visible, but the connections between them are not.

A Tale of Two Earnings - Microsoft, Apple, and the Circle Between Them

27 July 2026 · A Tale of Two Earnings, Part 1 · raw .md ↗

Nvidia is guaranteeing its own customer's debt. Google is booking unrealised gains on companies that buy its cloud compute. Amazon's Anthropic position contributed $12.3 billion to quarterly income from a price adjustment. On Wednesday and Thursday, Microsoft and Apple report from opposite sides of this pattern. Six falsifiable predictions about what the filings will disclose and what they will leave impossible to calculate.

The Wrong Game - Why Xbox Is Answering Microsoft’s Margin Question

3 July 2026 · raw .md ↗

Microsoft voluntarily disclosed Xbox's internal margin after twenty-five years of absorbing worse losses quietly. The question is not whether Xbox deserved a reset but why the only window into internal economics opened for the business unit furthest from the question investors are actually asking.

The Silicon Industrialists - Part 2: Tech’s Great Escape

19 June 2026 · The Silicon Industrialists, Part 2 · raw .md ↗

Every major infrastructure technology before software followed the same path: massive capital, consolidation, capture. The personal computer, independent software, and the open internet broke that pattern because specific institutional decisions opened the substrate before anyone could close it. Part 2 traces the escape and asks what held the ladder in place.

The Silicon Industrialists - Part 1: AI's Gilded Age

27 May 2026 · The Silicon Industrialists, Part 1 · raw .md ↗

AI's costs are industrial. Its revenue mechanisms are dissolving. The collision between these two forces is pushing the most transformative technology in a generation toward regression, through infrastructure dependencies, venture capital, startup absorption, and the capture of open source. Part 1 of a series on the economic forces shaping AI.

Who Holds the Keys to the Agent Web - Part 3: Who Keeps the Record

9 May 2026 · Who Holds the Keys to the Agent Web, Part 3 · raw .md ↗

The post-transaction layer is where the deepest capture in agent commerce occurs: not through security, payments, or model training, but through the record a service keeps after the agent has acted. The risk is that the vendor becomes the only party that can explain how the work was done.

Two Bridges to the Same Place: Why the AI Model Race Proves the Model Doesn't Matter

14 April 2026 · raw .md ↗

The competition between frontier AI labs is itself the proof that the model layer is commoditising. The labs matching each other in compressed timeframes, the platform owners building model-agnostic infrastructure, and open-weight models closing the gap from below. These three convergence forces reproduce the structural pattern of the browser war, where the winner didn't get to keep the winnings.

Commissioned research

If this research bears on an exposure, thesis or decision you're working through, I take independent, bounded commissions.

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