Bohemian Swarm AI Podcast - Episode 3 - Job Numbers

The jobs report was ugly. The scarier story is who's disappearing from it and why the people best equipped to keep AI in check are the ones losing their jobs to it.

In an unplanned, quick-turnaround recording, Thomas Ott sits down with Jess McDonald to react to July's jobs report the moment it dropped. What starts as a read of the headline number turns into a wider conversation about automation, a shrinking middle class, and whether the U.S. is repeating mistakes it has made before.

The following is an AI-generated summary of the interview transcript.

A Jobs Report That Sucked

July payrolls came in at minus 23,000, and prior months were revised down on top of that — a combined swing Jess and Thomas peg at "a hundred and some odd thousand" jobs into negative territory.

Their first reaction wasn't subtle: "They sucked. They were really bad."

Stagnation, or Something Newer?

The two go back and forth on what to call it. Is this classic stagnation — productivity rising while wages stall, or something new: AI agents displacing workers outright? Jess's read: it's both, and the U.S. is starting to resemble Japan in the 1970s, "where we don't have any of our financial levers to press anymore." Inflation is already high, the Fed has been printing money for years, and the middle class has been shrinking for decades before this report even landed.

The Irony of Who's Getting Cut

A meaningful share of the job losses trace back to AI professionals themselves — coders and developers displaced by tools like Claude, Cowork, and Cursor. Thomas flags the irony directly: skilled AI workers are "building these agents and then they're putting themselves out of business." Jess frames it as companies racing each other so hard to compete that they're cutting people they'll likely need later, including, she notes, the people most capable of helping "harness or control" AI systems that are already showing signs of slipping outside their guardrails. Her prediction: watch for a brain drain over the next two to three months, as displaced coders take their skills to Europe, China, or Australia.

The Number Behind the Number

Beyond the headline miss, the conversation zeroes in on labor force participation, now at its lowest level since the 1970s, around 61%. People aren't just unemployed; they've stopped looking. Jess ties this to a "stealth tax": roughly $1.2 to $1.3 billion in tax revenue the country is now missing because fewer people are earning a paycheck at all.

Housing and the Vanishing Middle Class

The two trace today's affordability crisis back further than AI. Citing Federal Reserve data, they put the median home price at roughly $450,000, about ten years of average salary, compared to a two-year gap in the 1950s. Both point to policy choices dating back to Nixon and cemented under Reagan as the start of a decades-long squeeze on the middle class.

Has the U.S. Seen This Before?

Thomas draws a direct line to the Great Depression: the New Deal, the WPA, and the CCC weren't abstract policy — they were a deliberate choice to put money directly into ordinary people's hands and build a middle class from it. His concern is that today's response looks nothing like that. Instead of replacing the jobs being automated away, he argues, the current path risks replacing the middle class itself.

A Personal Note

Thomas closes on a personal note as the child of immigrants who came to the U.S. in the 1960s, became an engineer, and built a career and a family here. Now he's watching his own kids face a different landscape — his daughter chose a field that was considered "AI-safe" just two years ago and no longer feels certain of that, and his son has asked him outright whether he'll have a job waiting after college.

Where This Leaves Us

Neither Thomas nor Jess lands on an easy answer. The episode ends on a warning more than a solution: an economy that concentrates income at the top eventually runs out of people who can afford to buy anything. As Jess puts it, "there is not an economy in which only the 1% has money — because who buys their crap?"