AURA: Agentic Diagnosis and Refinement for Production Recommender Systems at Scale

SungGeun Kim, Abhinav Narain, Daniel Nemirovsky

How and why does a recommender system fail the users it serves? Oftentimes, practitioners are left to improve their algorithms based on a combination of feedback from stakeholder t…