Category: Your Income in the AI Era

AI Is Reshaping Team Structures: What Experienced Managers Need to Know

If you’ve spent twenty or thirty years learning how to run a team, this is the part that stings: the part of the org chart that once proved you were moving up is now the part getting squeezed hardest. Companies spent decades adding layers so information could move upward, decisions could move downward, and nobody…
How AI Is Actually Reshaping Corporate Training Budgets and What It Means for Your Career

Companies keep announcing bigger AI budgets like they deserve a parade. Then they hand workers a 45-minute webinar, a login to one generic tool, and the vague promise that everyone should now be “more innovative.” That isn’t training. That’s software spending in a lab coat. If you are in your 40s, 50s, or early 60s,…
How to Use Credit Karma to Stress-Test Your Finances Before a Job Change

Changing jobs is usually pitched as a career decision. It’s also a balance-sheet event wearing business casual. Income might pause. Health insurance might change. A background check might suddenly matter more than it did last month. And if the new role takes longer to land than planned, the problem isn’t abstract motivation. The problem is…
Finance and Accounting Roles Being Reshaped by AI: A Practical Forecast for Mid-Career Professionals

If you work in finance or accounting, you can probably feel the floor moving. Not collapsing. Moving. The monthly close is getting faster. Expense review is getting cleaner. Reconciliations that used to eat half a day now get chewed through by software before the coffee cools down. That doesn’t mean AI in finance and accounting…
How to Use Morningstar to Find Companies Investing in AI (Not Just Using It)

If you’re trying to find AI-investing companies with Morningstar instead of chasing the loudest ticker on social media, you’re already doing one thing right: looking for durability before drama. The AI market is full of companies wearing an AI paint job like it automatically counts as a business model. It doesn’t. What matters is whether…
The Magic Is Real. The Shortcut Isn’t.

Last week I described a messy, half-formed problem out loud — the kind that would normally cost me a morning of untangling — and a piece of software handed it back to me solved before my coffee was cold. I’ve spent thirty years in technology. Things like that aren’t supposed to still make me sit…
AI in HR Is Reshaping Performance Reviews: How Mid-Career Workers Can Adapt

You can feel this one coming even if your company has not said it out loud yet. The dashboard keeps getting bigger, the manager write-ups keep getting shorter, and every software vendor suddenly promises “better talent decisions” with a few more data points and a glossy demo. AI performance reviews for mid-career workers are not…
What Middle Managers Need to Know About AI Before Their Teams Do

If you’re a middle manager, the weird part about AI isn’t the technology. It’s the social timing. The people above you are asking strategic questions they barely understand, and the people below you may already be using the tools quietly because they don’t need permission to shave 40 minutes off a report. That’s why AI…
A Boy and His Bot: What I Learned Building with AI

I need to tell you about my relationship with an artificial intelligence. It’s complicated. Not complicated in the way people use that word on social media. Complicated in the way that any relationship is complicated when one party is capable of genuine brilliance and the other party keeps forgetting it’s not a person. I’m the…
It’s Not a Warning Anymore: The AI Job Cuts Are Here

I started Durable Earnings with a simple premise: AI was going to change the math on millions of careers, and most people wouldn’t see it coming until after it arrived. I wanted to be wrong about the speed. I wasn’t. On May 20th, Meta cut 8,000 jobs and forcibly reassigned another 7,000 employees into AI-focused…