Porchlight Advocacy · a one-page summary · July 2026
Microsoft posted a 49% operating margin last quarter. Meta 41%. Amazon its highest ever. All three cut staff anyway. Here is the reason, in the plainest terms available.
You buy a $50,000 car today. You don't record a $50,000 expense today — you spread it over six years of payments. The purchase is a moment. The cost is a schedule.
Now suppose you bought more car than you could comfortably afford. The payment is fixed. The insurance is fixed. So when money gets tight, you cut the one line still flexible: groceries. Not because your family got less hungry. Because groceries are the only number you still control.
The workers are the groceries.
The largest tech companies are spending roughly $760 billion this year on data centers and chips. They are recording only about $211 billion of it as a cost so far. The remaining $549 billion becomes an expense in later years, on fixed schedules — five to six years for servers, twenty-five to forty for buildings.
That bill arrives whether or not the AI earns anything. The purchases are already signed. Revenue is uncertain. Payroll is the last line anyone can still adjust.
Unemployment is 4.3%. That number is not lying — it is answering a different question.
What is happening is not fewer jobs. It is fewer rungs. Entry-level positions in exposed fields are shrinking about 3.8% a year. Middle management is being cut at roughly double the overall rate. Workers aged 35 to 40 are growing at 2%.
A job market can hollow out this way for a decade without unemployment moving much, because everyone who has a job still has one. The loss falls on people who would have gotten one, and people who would have moved up. Neither shows up in a layoff count.
Visit an American Job Center — before you need it
Free, no income test, roughly 2,300 nationwide. Ask two questions: what training does my state's approved list cover, and what will my local board pay per person? If you are laid off or hold notice, you qualify for the Dislocated Worker program regardless of income. Get approval before enrolling in anything. Veterans have priority by law — say so. Find yours at careeronestop.org or call 1-877-US-2JOBS.
Ask your senator about S.3339
The AI Workforce PREPARE Act would update the state occupation lists that decide what federal retraining money can pay for — lists written in 2014. Then ask whether they will back a mid-career provision like Singapore's, which covers 90% of retraining costs for workers over 40 and pays a monthly allowance during it. The US has no age provision at all. Offices count contacts by bill number.
They didn't buy a machine that does your job. They bought a machine on credit — and your salary is how they're making the payments.