You've heard the complaints about AI slop. The generic LinkedIn posts. The Twitter threads that all sound the same. The flood of content that exists because it's now almost free to make. Everyone's pointing at the public version of this problem, the stuff strangers scroll past on their feeds.

Nobody's talking about the slop we make for ourselves.

Here's what I mean. The same thing that makes public AI slop so easy to produce (low effort, instant output, a little hit of delight every time) is happening quietly inside our own work. We're generating it constantly. And most of it nobody else will ever see.

My favorite example lives in the artifacts panel in Claude. If you haven't played with it, artifacts are the little HTML files and mini-websites you can spin up in seconds. A dashboard. A tracker. A tiny app. They are genuinely fun to build. I get a real kick out of watching one appear. And that's exactly the trap, because I'll make five of them in an afternoon and use approximately zero.

It feels productive. You're typing, things are appearing, the screen is busy. But step back and ask the boring question: what did any of it actually do? Did it move a number? Save you an hour next week? Help a client? Or did it just feel like work while you sat at the bottom of the curve.

That's the J-curve of productivity, and the bottom of it is crowded right now. We're pouring real time into AI and generating real output, and a lot of that output goes nowhere. The activity is up. The outcomes are flat. Making slop for an audience of one is still making slop.

I'm not saying stop experimenting. The play is where the learning happens. But there's a difference between an experiment that teaches you something and a habit that just keeps you busy. The artifact you abandon taught you a prompt. The tenth one you abandon taught you nothing except that you like the feeling of making them.

Here's the good news, and it's the part I'm genuinely excited about. The distance between "fun thing I'll never open again" and "tool I use every single day" is much shorter than it looks. You don't need to be technical. You don't need a new platform. You mostly need one shift in how you start.

I'm going to show you exactly what that shift is. On Monday I'm kicking off a week-long challenge built around turning your AI slop into things you'll actually reach for on a daily basis. Real tools, real use, no more abandoned tabs.

More on how it works tomorrow.

Alex

P.S. Be honest with yourself before Monday. How many AI creations have you made this month that you've actually used more than once? That number is the whole point.