AI Systems Age Faster Than We Expect

Here’s something that surprised us.

AI systems don’t just run, they age.

Prompts become stale.
Assumptions stop matching reality.
Small shortcuts compound quietly.

Nothing breaks overnight.
But reliability slowly erodes.

Maintaining AI isn’t just monitoring uptime.
It’s actively renewing assumptions.

Curious to hear from this crowd:
What part of your AI system needs the most “refreshing” today?