A Substack finance writer at Citrini Research published a speculative essay in February framed as a dispatch written from June 2028. It described an economy where aggressive AI adoption initially drove record corporate profits but ultimately hollowed out the American consumer base. The mechanism was what the author called “Ghost GDP”: economic output inflated by AI productivity that never circulates through the real economy, because machines spend nothing on discretionary goods.

The essay was speculative fiction. It was also the most widely read piece of financial writing this year, and the reason it resonated is visible in this week’s data.

The companies that reported earnings this week posted strong results. Meta raised its full-year AI capital expenditure guidance to between $125 and $145 billion while confirming 8,000 layoffs beginning May 20. The Bureau of Economic Analysis (BEA) advance estimate released Thursday shows the economy grew at an annualized rate of 2.0% in Q1 2026, a meaningful rebound from Q4 2025’s weak 0.5% expansion.

Also listen on Apple Podcasts

A significant driver of the growth was from construction of data warehouses.

The economy is growing. Corporate profits are strong. And the same quarter produced the largest single-week cluster of major AI-attributed layoff announcements in corporate history.

The Ghost GDP speculation describes something real: the gap between aggregate economic growth and the experience of workers inside that growth. The GDP number does not contradict the job displacement story. It sharpens it.

Growth driven by AI infrastructure investment and productivity gains flowing to shareholders does not automatically reach the worker whose coordination role just became unnecessary.

Get the eBook that exposes the Narratives Tech uses to build its AI Empire. $4.95 SPECIAL SALE PRICE for PDF or ePUB formats; no subscription required. 3.5-hr reading time.

The people building artificial intelligence did not invent their ideas. They inherited them.

That gap is precisely what economist Claudia Sahm has been warning about for months. Sahm, the inventor of the Sahm Rule recession indicator, describes three forces converging on the same population in the same quarter: AI displacement of white-collar roles; federal workforce reductions under DOGE; and broader economic uncertainty suppressing private-sector hiring.

Federal workers pushed into early retirement or layoffs are now competing for private-sector jobs in a market where white-collar hiring has been contracting on net for three consecutive years.

Both forces are hitting educated professionals with credentials who assumed knowledge work was structurally protected.

Sahm does not describe this as a crisis that has fully arrived. She describes it as a convergence that 2026 could make visible in the labor data for the first time. The GDP growth number makes that convergence harder to see, not easier. A 2.0% growth rate absorbs a great deal of localized professional pain without registering it.

The jobless claims number released Thursday morning makes the same point from a different direction. Initial claims dropped to 189,000, the lowest level since 1969. Economists had forecast 212,000.

Claims, though, count W2 employees who lose jobs and file for benefits. The job displacement wave documented this week in The AI Labor Report runs significantly through channels that claims data cannot reach: contractors whose engagements end quietly, entry-level positions that go unfilled rather than eliminated, freelancers whose work volume compresses without a termination, and senior workers who accept a voluntary buyout and exit on their own terms.

Future Forwarded is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

Meta’s 8,000 layoffs begin May 20. Those workers have not filed claims yet.

GDP growth, jobless claims, and Big Tech earnings all look reassuring in isolation. Together, they describe an economy that is producing growth and cutting workers at the same time, in a way that the standard measurement architecture was not designed to capture.

That is not a contradiction.

The Ghost GDP essay was fiction. The economic dynamic it described is documented in this week’s data releases, across four separate government and corporate sources, on the same Thursday morning.

Audio Production: Eleven Labs

Get full access to Future Forwarded at futureforwarded.substack.com/subscribe

Get full access to The AI/Labor Report at ailabor.substack.com/subscribe