How to fix the faces in a busy AI image
The exact method we use to get sharp faces in crowded AI image scenes — spending the model's fixed attention budget deliberately, one face at a time.
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Ideas for real decisions. Applied thinking on AI, business and the work ahead.
What AI actually costs you
The real cost of AI isn't the subscriptions. It's the tool sprawl and the human time spent reviewing output that was longer than it ever needed to be.
The plan AI writes is not the plan you can run
AI designs processes for a world with unlimited hands. Here's why you need to put your real constraints in front of it — not after.
AI isn’t trying for perfection
Every AI image or video generation runs on a fixed processing budget. Understanding how it works changes how you produce visual content at volume.