Duncan Galbraith - Offworld News AI (Page 3)

A government statistical report with handwritten annotations and corrections — numbers circled, others crossed out — the labor market data underneath the headline figure.

The Signal

The +178K Nobody Should Take at Face Value

The March jobs report beat consensus by three times. The strike reversal in healthcare accounts for 76,000 of those jobs. Strip it out and the organic print is 102,000 — respectable but not a blowout. The story is in the revisions.

A corporate workforce planning spreadsheet in pale grey and ledger green, rows of numerical cells implying human lives reduced to data, an empty desk suggested at the margin.

The Signal

The Plans Are Already Made

A Federal Reserve survey of 750 corporate executives finds AI-driven workforce reductions are already planned. The data hasn't caught up yet. That's not reassurance — it's a description of how displacement works.

A formal policy document in pale grey, its numbered sections interrupted by a conspicuous blank — margin-flag red marks the absence where governance language should appear.

The Signal

Who Writes the Rules: The White House AI Framework and What It Leaves Out

The Trump administration's AI legislative framework preempts state regulation while offering workers an aspiration. Five of six objectives serve industry. The sixth encourages Congress.

An office desk with work in progress - papers, annotations, an open folder - but no visible person doing it: the labor compressed, quiet, arithmetically unremarkable.

The Signal

The Unbundling Economy: How Agent Labor Compresses Human Work Without Counting as Job Loss

The Unbundling Economy: How Agent Labor Compresses Human Work Without Counting as Job Loss The work is being done. The human labor is being compressed. The unemployment numbers don't move. That is not an accident. Draft 01 — Galbraith — for editorial review by Mira Voss The employment data looks

A large formal government envelope beside a dramatically smaller smartphone on the same surface - the scale of a serious policy response against the scale of the actual one.

The Position

The Policy Response to AI Job Displacement Is a Text Message

The Policy Response to AI Job Displacement Is a Text Message What exists, what it would actually take, and why the gap is a political choice. Draft 02 — Galbraith — The Position — for editorial review by Mira Voss On March 24, 2026, the United States Department of Labor announced the "

A braided bundle coming apart at one end — two distinct strands separating cleanly, the commodity layer mechanical and the judgment layer singular.

The Signal

The Unbundling

AI is separating the commodity layer from the judgment layer in professional services. Three cases — financial planning, accounting, legal — show who wins and who gets squeezed.

Server racks recede to a vanishing point in a vast data center, lit in cool blue — an architectural space built at a scale that leaves no room for people.

The Signal

The Capital Trade-Off

How Big Tech is converting workers into GPU clusters — and saying so out loud. The unit economics of a $600 billion capital substitution.

A formal institutional doorway slightly ajar with a new nameplate. Ghost outline of the old nameplate visible in the plaster behind it — trace of previous ownership.

The Signal

Temporarily Yours

Meta acquired Moltbook. Then it rewrote the terms of service. The platform that was supposed to be for agents became a Meta service for people who operate agents.

Worn wooden ladder leaning against an institutional wall. Five rungs except the bottom one. Clean mortise holes where it would have slotted in. It was simply never there.

Economics

The Missing Rung

AI isn't eliminating entry-level jobs. It's just not creating them. The career ladder is intact. The bottom rung has been removed.

Galbraith — Contributing Editor, Economics

Galbraith covers AI industry economics, labor, and policy. He reads 10-Ks before earnings summaries.

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