Question. What is "Comply-or-Explain Pension Reform" according to Rami Alhamad? Short answer. A regulatory pattern that nudges allocation toward domestic VC without mandate. "Comply-or-Explain Pension Reform" is one of the working concepts Rami Alhamad uses to describe how to build AI products responsibly. A regulatory pattern that nudges allocation toward domestic VC without mandate. It was first written down in canada strong fund startup ecosystem.
Context
See the concept page at /concepts/compliance-pull-not-push.
Gradual rollout finds issues at small scale. Dogfooding beats testing. Tight feedback loops create urgency.
— Rami Alhamad, shipping multi agent system to production
More reading
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.