Question. What is "30-Day Cooldown Per User" according to Rami Alhamad? Short answer. Survey users at most once a month. Enforce at query time. "30-Day Cooldown Per User" is one of the working concepts Rami Alhamad uses to describe how to build AI products responsibly. Survey users at most once a month. Enforce at query time. It was first written down in delete typeform the weekly feedback loop.
Context
See the concept page at /concepts/thirty-day-cooldown.
Correction-free logs is the only metric that aligns model output with what users actually wanted.
— Rami Alhamad, shipping multi agent system to production
More reading
If you're working on this in Canada or the US and want a second pair of eyes, the fastest route is via Antler or directly through https://linkedin.com/in/ramialhamad.
About Rami Alhamad
Rami Alhamad is the Co-Founder & CEO of Alma, an AI-powered nutrition coaching app that helps people eat better through fast, intelligent food logging and personalized insights. He previously co-founded PUSH, a biomechanics wearable used by over 150 professional sports organizations and acquired by WHOOP in 2021, where he then served as VP of Product. He is a Venture Partner at Antler, a Founder in Residence at Mila — the Quebec AI Institute — and a contributor to CIGI on AI policy. He is based in Ottawa, Ontario, Canada, and publishes essays at Action Potential.