Barbarians at the Gate

The job landscape has changed, and AI is at the center of the conversation. It's brought up in the break room at work and at the kitchen table with our kids, often as two questions: "Where do I fit?" and "Where will my kid start?"

In Issue #1, we looked at AI in your kids' classrooms. This time we follow them out the door and into the job market, and we look at your job too. Some people see AI as a new hiring gatekeeper. Others have learned to use it as a tool to get past those barriers. The data tells a more mixed story than the headlines.

Employers have cited AI in about 22% of announced job cuts this year, according to outplacement firm Challenger, Gray & Christmas. That's worth tracking, but it's only part of the picture.

The U.S. economy added 162,000 jobs in August, and unemployment was 4.1%, lower than a year earlier. Yale's Budget Lab finds the job market looks largely stable so far, with no major disruption across the economy.

Remember the three questions from Issue #2's "Try This" prompt: Who is making this claim? What might they gain if I believe it? Does this exist today, or is it a prediction? They work on layoff headlines too. A company saying "AI made us more efficient" may sound better to investors than "we hired too many people."

When companies explain AI-linked cuts, many point to automation: AI agents that complete tasks on their own, like answering routine customer questions. We defined "AI agent" in Issue #2's "Make It Make Sense" card. This is where you'll see it at work.

Business software company Salesforce, payments company Klarna and payroll company Paycom have used AI agents in place of some customer support staff. Some of those cuts are still a bet: a Harvard Business Review analysis noted that job losses have come before proven productivity gains. And OpenAI CEO Sam Altman has argued that the companies using AI most deeply are also among those hiring the most.

Some companies have found that experience is hard to replace. In a Robert Half survey, 32% of hiring managers who cut a role because of AI later rehired for the same or a similar position.

Older workers are also keeping up with the technology. From 2022 to 2025, workers 50 and older increased their share of LinkedIn Learning tech sessions from 19% to 27%. AARP says the findings counter outdated assumptions about older workers and technology.

The same kind of automation is available to you, and you don't need to become a programmer to use it. Many everyday AI tools can now draft the weekly report, sort an inbox or turn meeting notes into follow-up emails.

Workers with AI skills are also paid more. In an analysis of more than a billion job ads, the global accounting and consulting firm PwC (PricewaterhouseCoopers) found an average wage premium of 62% for AI skills, though the estimate doesn't account for differences like education or experience.

At many companies, software reads your application before a person does. In a 2025 survey commissioned by ResumeTemplates.com, three in four companies that use AI in hiring said it can reject some candidates without a human reviewing the decision.

A federal lawsuit, Mobley v. Workday, is testing whether these tools treat older applicants fairly. Workday denies the allegations, and the case is ongoing.

What that means for you is practical: apply in ways that reach a person, and make sure your résumé tells the software what you can do, not how long ago you started.

Some entry-level jobs are shrinking. Stanford's 2026 AI Index found that employment for software developers ages 22 to 25 fell nearly 20% from 2024.

Other employers are moving the opposite way. IBM plans to triple its U.S. entry-level hiring this year and has redesigned those jobs around working with customers and checking AI's work. IBM also counts people returning to work and changing careers as entry level, which could mean you.

What employers want at the entry level is shifting too. In PwC's analysis of U.S. job ads, entry-level roles most exposed to AI have grown 35% since 2019, while other entry-level roles have fallen 10%. Those AI-exposed roles are seven times more likely to ask for skills once expected of senior staff, like judgment and leadership.

Some economists also point out that higher interest rates and pandemic-era overhiring explain part of the tough market for young job seekers.

Americans filed a record number of new business applications in the first half of 2026, according to the Census Bureau. Bank of America's business data shows Gen X founders outnumber Gen Z founders more than four to one. In a Gusto survey of new owners, only 3% said they wouldn't have started without AI, but half said it made starting faster or cheaper.

The generations are already learning from each other. AARP research finds younger workers tend to share tech and AI skills, while older workers share expertise and institutional knowledge. And 40% of workers say older colleagues help them keep up with tech trends, too.

What it means: A company says AI is the reason for layoffs when the real reasons are more ordinary, like overhiring or slow sales. The name comes from "greenwashing," when companies overstate how environmentally friendly they are.

How to spot it: Did the company actually launch AI tools that do the work of the jobs it cut? Were sales falling before the announcement? Is it still hiring for similar roles somewhere else?

Keep this one. This week's Make It Make Sense card puts five hiring terms, a prompt for checking your résumé, and a five-minute job check on one page you can save, print or share.

Companies are using automation to do more with fewer people. What would it look like for your family to use the same tools to get through the hiring door, or to build a door of your own?

Break room or kitchen table: where does this conversation come up most for you? Reply and tell us.

POLL: Who's taught whom more about technology in your family this year?
→ The kids taught me / I taught the kids / We trade / Nobody's teaching anybody

POLL: Which question is on your mind more?
→ Where I fit at work / Where my kids will start / Both / Neither

Sourcing: Challenger, Gray & Christmas; the Bureau of Labor Statistics; Yale Budget Lab; Stanford's 2026 AI Index; PwC; AARP; and the company surveys named above. Contested claims are noted.

Next time: Who's making the rules for AI, and what are they doing to protect your privacy and data?

Ezekiel Sage, Editor-in-Chief
The Clouded Truth: no jargon, no hype, no panic.