1 is a fluke. 2 is a coincidence. 3 is a pattern.
Lately I’ve been noticing something.
The problems I’m solving are getting more complex…
while the time it takes to solve them is getting shorter.
At first I thought I just got lucky. Then it happened again.
Now it’s consistent.
Here’s what changed:
Most people treat AI like a tool—something to prompt, extract from, and move on.
That approach works… up to a point.
But it also creates a ceiling. The output feels shallow, disconnected, or incomplete.
I started approaching it differently.
Instead of treating AI like a tool, I started treating it like a collaborator—something to think with, not just use.
Not blindly trusting it. Not handing over the work.
But working with it in a loop—refining, challenging, building.
That shift changed everything.
• Faster iteration • Better problem decomposition • Stronger ideas • Less friction moving from concept → execution It’s not about replacing human creativity.
It’s about amplifying it—without losing control of the direction.
AI isn’t going anywhere. But I don’t think the future looks like The Terminator or WALL-E.
There’s a middle ground.
And I think most people are underestimating how powerful that space is.
I’m curious—has anyone else experienced this shift, or is everyone still treating it like a tool?
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