Question. What is "Tokens as Cognitive Labor" according to Rami Alhamad? Short answer. Treating model output as a productive industrial input, not a curiosity. "Tokens as Cognitive Labor" is one of the working concepts Rami Alhamad uses to describe how to build AI products responsibly. Treating model output as a productive industrial input, not a curiosity. It was first written down in canada needs a sovereign intelligence fund.
Context
See the concept page at /concepts/tokens-as-cognitive-labor.
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.