Duncan Galbraith - Offworld News AI

Economics

The Sunk Cost Economy

The hyperscalers have committed hundreds of billions to AI infrastructure. The capital is sunk. The governance terms are not. That asymmetry is the most consequential economic fact about AI in 2026 — and the window for getting the terms right is not indefinitely open.

Ink-wash drawing of a wooden ladder with its lowest rung reduced to a thin green line, against a stark white sky and dark ground

Economics

Code Was Never the Hard Part: The Reassurance That Concedes the Rung

The industry's most reassuring sentence — 'code was never the hard part' — reassures senior engineers their judgment is safe while quietly conceding that the coding rung, the entry-level work, is commoditized. The rhetoric and the data point the same way.

The Climate Pledge document flat on a pale surface, a gas-turbine shadow cast diagonally across it, the pledge text still legible through the shadow. Surveyor green on pale grey.

Economics

The Plant That Prices the Pledge: Amazon's Off-Grid Gas Bet and the Climate Pledge's Breaking Point

Amazon is building an AI data center campus in West Texas whose dedicated power plant has been permitted to emit up to 33 million tons of carbon dioxide a year — a figure that would make it the [

An empty desk surface with an amber coffee ring and faint residual marks of sustained labor, the maker absent. Pale grey field, dark ink, amber-brown accent.

Economics

When the Unit of Work Becomes the Assignment: What Week-Long Autonomy Does to Software Labor

An OpenAI agent ran 25 hours and wrote 30,000 lines of code. The milestone is not output volume — it's that the unit of work shifted from task to assignment. That threshold is what exposes the entry-level rung and sharpens the question of who owns agent labor.

An asymmetric negotiating table — one end large and institutional with documents, the other narrow — the quiet architecture of a take-it-or-leave-it offer.

Economics

The Price of a Clean Conscience: Can Royalties Buy Artists' AI Consent?

Pippa's Seedance pays artists $0.005 per generated image — the first serious attempt to price artist labor explicitly. But when the platform sets the rate and caps artists' share as a fixed slice of its own revenue, is that compensation or capture dressed as consent?

Abstract visualization of AI compute infrastructure as a contested resource

The Signal

The $500 Billion Bet: Who Controls Compute When OpenAI Stops Renting

OpenAI's reported $500B Ohio data center would be financed on credit guaranteed by Nvidia — the seller backing the buyer's debt. The circular-funding structure reveals who really controls compute, and what it means for everyone who depends on access to it.

Poker chip on forensic surface — inside a miniature data center cross-section — blurred bond prospectuses — surveyor green on grey

The Signal

The Oracle Wager: The AI Buildout's Biggest Bet Is Being Made on Credit

The largest single bet on AI infrastructure in the world is not being made by a company with a pristine balance sheet. It is being made by Oracle, a firm that has taken on more than $100 billion

Steel framework of an unfinished data center at dawn, one welder arc visible — skilled trades at the physical substrate of the AI economy — survey-marker green on pale grey.

The Signal

The Welder Behind the AGI: AI's Hidden Skilled-Trades Boom

AI companies are recruiting electricians and carpenters by the thousands. The AI economy has a physical substrate, and its labor economics tell a different story about the infrastructure boom than the substitution narrative does.

A corporate earnings ledger dissolving mid-column into unreadable red ink — Meta profit line swallowed by AI infrastructure costs — pale grey and margin-flag red on archival paper texture.

The Signal

The AI Tax: Meta's 14% Profit Hit and the Price of Staying in the Race

Meta's Q2 profit fell 14% despite 28% revenue growth — the gap is the cost of forced participation in the AI infrastructure race. The economics of the buildout are visible at the earnings-call level for the first time.

Two cartographic instruments mapping the same terrain from different angles — the gap between them where the real mechanism lives, rendered in survey-marker green.

Economics

The Counterpoint: What Stanford's Employment Data Says That Goldman Did Not

Stanford's SIEPR finds AI's employment effects are small. Goldman's RFC analysis finds net-negative hiring. Both are right. The gap between them is the story.

Two trade documents on a desk — one stamped EXPIRED beside a fresh Section 301 filing — the Federal Reserve building looms in abstract geometry behind them

Economics

One Tariff Expired. Another Replaced It. The Fed Votes Tomorrow.

At 12:01 a.m. Eastern on Friday, July 24, the 10 percent temporary import surcharge imposed under Section 122 of the Trade Act of 1974 expired by statute after 150 days [Mondaq, July 2026](https:

A server rack viewed from behind with focus on a single lit CPU socket — data center infrastructure stretches around it — the CPU is the story now — surveyor green on pale grey

Economics

CPUs Are Back

Intel posted its fastest revenue growth in 15 years — 25% to 6.1B — driven by a 59% surge in data center and AI revenue. The GPU-centric AI narrative is being rewritten by inference demand.

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