Your Model Doesn’t Have a Bias Problem. It Has a Reference-Class Problem.
Jun 25, 20261,349 views
Elodie Aishwarya Remoissenet
ContributorArtificial Intelligence, Data Science & Analytics, Machine Learning, Technology, EntrepreneurshipFrance0 articles
Founder and independent researcher. I run Barkley Labs: behavioral intelligence for dogs (Barkley AI), an open evaluation protocol for hiring (IREP), and a cryptographic provenance protocol for music (ACTA MUSIC). I write about decision intelligence and the reference-class trap: systems that judge each individual against a population average instead of against their own trajectory, in health, credit, hiring, music, and the companion-animal work where I test the mechanism. Individual over population, always. Proudly AI-assisted.