Note
July 15, 2026
1 min read
When the Frontier Gets Crowded
By Cristiano Pierry
Frontier-model capacity warnings reveal how quickly AI is becoming everyday infrastructure for work, creativity, and problem-solving.
OpenAI’s latest frontier model is so popular that you might occasionally see:
“Selected model is at capacity. Please try a different model.”
Not exactly the message you hope to see. 😅
But it’s also a reminder of something pretty incredible.
When millions of people all want to use the same frontier model at the same time, it’s a sign of just how quickly AI is becoming part of everyday work, creativity, and problem-solving.
It’s a fun problem to have, and an exciting one to solve.
The demand for smarter models keeps growing. So does the pace of innovation.
What a time to be building.
This writing reflects my personal perspectives on product management, AI, and content discovery. It does not represent the official position of my employer or any affiliated organization.