🎧 Jim reads this post
Remember spending an entire Saturday afternoon rewinding VHS tapes with a pencil? You’d grip that thing between your fingers and keep turning, keep turning, until the tape finally hit the beginning. Stupid, repetitive work that a machine could’ve done in seconds. Well, that’s basically what AI loops do—except instead of wasting your time, they save it. And I’m telling you, this concept changes everything about how you can actually use AI to build something without losing your mind in the process.
Why This Keeps Coming Up
Every time I talk to someone about using AI to scale their work, they hit the same wall. They prompt it once, get something halfway decent, then spend three hours editing, rewriting, fixing tone, checking facts. They’re doing the work. The AI is just the first draft machine. It’s like hiring someone who gets it right maybe 40 percent of the time, and you’re responsible for the other 60 percent. That’s not leverage—that’s just more work with extra steps.
But here’s what I kept noticing: the people actually building real income with AI weren’t fighting this problem. They were just… not doing it. They’d set something up once and walk away. I couldn’t figure out how until I realized they were using loops. They weren’t prompting AI once. They were telling it to keep going until it nailed a specific standard.
What I Actually Found Out
A loop in AI terms is simple. You give it three things: a goal (what you want), a standard (what “done” actually means), and permission to iterate. Then you let it rip. The AI doesn’t stop at draft one. It keeps revising, keeps checking itself against that standard you set, until it hits the bar. No human intervention required between loops. You define the finish line, and it runs toward it.
I tested this with blog content first because that’s what I had lying around. Instead of “write me a 1,000-word post about AI loops,” I set it up like this: write 1,000 words, make sure it hits conversational GenX tone, check that it has three real examples from my own experience, verify the facts, and don’t stop until it reads like something I’d actually publish without touching it. Then I set it loose. Three loops later, I had something that genuinely needed zero editing. That had never happened before.
The key part—and this matters—is that the loop has to have a measurable standard. “Make it good” doesn’t work. “Make it conversational and include three personal examples and pass a fact-check against these sources” does work. The AI can actually evaluate whether it’s hit that bar or not. That’s what lets it keep going without you.
The VHS tape metaphor actually holds up perfectly. You don’t keep rewinding and saying “go back more.” You set the counter to zero and push rewind. The machine handles it. Loops are the same way.
What You Can Do With This Today
If you’re sitting on any content that needs doing—emails, social posts, product descriptions, even rough presentations—you can loop it today. Pick the smallest thing first. Define what success looks like for that thing with as much specificity as you can manage. Then tell your AI to iterate until it hits that standard and report back when it’s done.
I’ve built this into my income work and it’s cut my editing time roughly in half. That’s not nothing for someone like me who’s supposed to be building three different things at once. I’m not saying the first draft comes back perfect—it doesn’t always. But it comes back *close enough* that I’m not rewriting from scratch. That’s the difference between this feeling like work and feeling like I’m actually moving the needle.
This is the kind of thing GenX actually gets. We grew up doing things the hard way. We know what real efficiency looks like because we’ve lived without it. When something genuinely saves you work, you notice it. Loops do that.
Give it a shot this week. Define one thing you want done better, set the standard, and loop it. You’ll get why I’m writing about this.
—Jim
Watch the Full Video
I covered all of this in a short video too — sometimes it’s easier to watch than read.
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