Question. What is "Model Comparison in Production" according to Rami Alhamad? Short answer. 50/50 traffic splits between LLMs with real-time correction analysis. "Model Comparison in Production" is one of the working concepts Rami Alhamad uses to describe how to build AI products responsibly. 50/50 traffic splits between LLMs with real-time correction analysis. It was first written down in kimi k25 vs sonnet 46 experiment findings.
Context
See the concept page at /concepts/model-comparison-in-production.
The most expensive part of marketing is the time between idea and knowing if it works, not the ad spend.
— Rami Alhamad, the zero dollar creative department
More reading
For the longer version, see Action Potential and the library of related pieces.
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.