Let me say this upfront. AI is incredible. I use it constantly every chance I get. If I’m thinking about something, stuck on a problem or just curious about something, I’m asking AI. It’s part of how I work now. And as I’ve said in other posts, the pace of change is wild. Things I can do today weren’t even on my radar a year or two ago.
That’s exactly why these broad AI workshops miss the point so badly. They don’t show how AI fits into real, messy, everyday work. When you step back and look at it, you start to see the actual business model:
Fill a room, run a few high-energy demos and sell simplicity at scale.
It’s a lot easier to sell the dream of AI than to sit down and actually do the work.
People online call them “AI bros”. Not just as a joke, but because the pattern is easy to spot. You’ve seen it. Build a website in minutes. Generate income instantly. Clone voices. Create anything. And yes, technically, you can do all of that. That’s the hook. And it looks finished.
Then you try to use it.
Change one thing. Add something specific. Make it work the way you need it to. That’s when things get real. What looked like a quick win turns into problem after problem. Making it is easy. It’s quite another matter entirely to edit it so that it “works” properly. It’s the difference between climbing a flight of stairs and being told you’re ready for Everest. Same category, completely different reality.
Then there’s cost. Not always upfront, but it shows up quickly. Many tools give you a taste for free, which is great for testing. But once you start doing real work, generating repeatedly, refining results, those limits appear. Then it’s subscriptions, credits or both. The alternative is running things locally, which gives you more control but requires a strong machine and electricity to match. Either way, you’re paying, just in different ways.
Quick side note and this one always makes me facepalm. If you’re generating images that you are going to post online and there’s broken, jumbled text in the background, or objects or anatomy doesn’t make sense… fix it. Seriously. AI isn’t perfect yet, that’s fine. But posting it like that is unfinished work. At that point you’re not showing skill, you’re showing that you stopped at “generate” and called it a day.
Here’s the part that matters if you actually want to learn this properly. Workshops can work, but only if they’re focused and hands-on. You can’t learn AI by watching someone jump between tools while you sit there. You need to be on your own machine, trying things, asking questions, breaking things, fixing them. Otherwise you’re just watching a polished demo of what’s possible, not learning how to do it.
The reality is, AI rewards systems. The reason I can do certain things quickly is not because it’s “easy.” It’s because I’ve built workflows. Multiple tools working together. Some things automated, some things manual, each step feeding into the next. That takes time to figure out. AI doesn’t remove the work, it changes where the work happens. If anything, it just helps you make mistakes faster until you know what you’re doing. This is also why I can take on work from clients worldwide and actually deliver on it. The systems matter more than the prompt.
The better way to approach this is simple. Pick one thing you actually want to do. Then go find someone on YouTube doing exactly that and follow along. Pause, try it yourself, mess it up, fix it. That’s how you learn. Just be careful. The moment it starts sounding like easy money or instant results, or “get my access to my prompts”, you’re not learning anymore. You’re being sold to.
And that’s really the difference. If someone is making real money using AI, they’re usually busy doing exactly that. Not running a room full of people through how “easy” it is. Workshops should teach something specific and practical. Not “AI can do anything, let me show you what I can do”. Otherwise, it’s a well-packaged demo. Looks great on the surface… until you try it yourself.
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