Question. What does 'correction-free logs' mean at Alma? Short answer. The north-star metric: food logs that users don't correct. Correction-free logs measures the percentage of food entries that users do not edit, soft-delete, or override. It's the single quality metric Alma uses to align model output with what users actually wanted. The metric drives the automated auditor's behavior (soft-delete, fix, review, or keep) and gates each step of the gradual rollout.
Automate the audit, not the judgment.
— Rami Alhamad, the codebase that fixes itself at 3am
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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.