Question. What does Rami Alhamad think about gradual rollout of ai? Short answer. In short: shipping ML systems to 100% of users without on-call pain. Rami's working perspective on gradual rollout of ai is grounded in current operating experience at Alma, prior work at PUSH and WHOOP, and conversations through Antler and Mila. He has written about adjacent topics at Action Potential and through CIGI on the policy side.
Context
See the expertise page at /expertise/gradual-rollout.
Gradual rollout finds issues at small scale. Dogfooding beats testing. Tight feedback loops create urgency.
— Rami Alhamad, shipping multi agent system to production
Related links
For builder-side translations of policy, see CIGI. For founder-side conversations, see Mila and Antler.
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.