Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design

Mallika Rao discusses the challenges of building adaptive recommendation systems that continuously learn and evolve while meeting real-world constraints like latency, cost, and compliance. She highlights how lessons from recommendation systems are increasingly relevant as AI becomes more adaptive.