AI development has been going on at an incredible pace.
To the point where Sam Altman, Dario, and Elon Musk are agreeing to ‘slow down progress’.
But most people still use AI like cavemen. “Build me a gorgeous website.” ”Write me a viral tweet” ”Make no mistakes.”
What comes back is slop.
That’s not a limitation of the model.
AI is trained on everything, most of which is mediocre, so with no direction, it defaults to the middle. Feed it nothing, and you get ‘average’.
The fix is not a bigger prompt - it’s great context. Here’s how to upgrade your AI output 👇🏼
The real skill isn’t prompting
The first instinct most people have is to add more detail to the prompt. Longer instructions, more adjectives, more rules about tone and structure. That doesn’t work, because detail without context doesn't help AI. You’re describing what you want in words, but the AI still has no idea what good actually looks like in your space.
What actually works: show it proven examples before you ask it to create anything.
This has been my strategy for my top social media tools - Tweet Hunter, Revid.ai, and now SuperX.so.
This is the core offering behind our social products.
SuperX.so helps you find the right inspiration and the right idea for yourself first. You find something that already works, you build on top of it, and only then do you bring AI in to help execute. The tool's whole job is getting you to that starting point faster.
The one life changing habit
Build a library. Whenever you see something great - a tweet, a landing page, an ad, a video hook, save it. Screenshot it, bookmark it, drop it in a folder. The library becomes the context your AI reads and knows what success look like. This works better than any prompt you can write.
Don’t want to build a library?
You don’t have to start from zero. A few places already do the curating for you:
- SuperX.so has an inspiration feature built in, search any topic and pull real viral tweets on it
- This site shows the best landing pages
- If you want to write cold email - this website shows the top cold DMs people have sent
- Revid.ai has a free video finder too, limited, but free to use, try it here
Use these if you’re short on time. But building your own library still wins long term, because it ends up shaped exactly around your niche and your voice.
Why this compounds
The people who get noticeably better results from AI over time are the ones who saved something great yesterday, and the day before, and the day before that. They have big swipe files of stuff to pull inspiration from. Their first AI draft is better than most people’s final draft.
Every save adds to the context. Every week, the library gets richer, and everything the AI generates from it gets a little better, because there’s simply more proof of what “good” looks. Average input gives you average output. Better your inputs.
Reply and tell me 👇🏼 Where is the top place you go for inspiration? Do you create a swipe file for your industry? I read all your responses and reply often :)
Video of the week
If you’re active on X, you know how Marc sold his body for sponsorship 👀 Well…here’s what happened next:
Tweet of the week
Every year, there is one article that changes how people think. For 2026, I think it’s this:
Jonny Miller @jonnym1ller one of the best ways you can experience this is turn on a cold shower, and notice what happens to your body as you’re about to go in, then train yourself to unbrace… and then apply that same move to everything in increasingly subtle ways 5:58 PM • Sep 14, 2026 245 Retweets 3137 Likes Read 108 replies
Until next week, Keep building Tibo 💻
P.S. Start building a library today if you haven’t already. The habit only compounds once you begin collecting. Got this newsletter sent by a friend? - sign up for the weekly newsletter here
Narrated by Charon · 6 min
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