Design an OOD detection system
Company: OpenAI
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates a candidate's competency in ML system design, specifically out-of-distribution detection, production monitoring, interpretability, and feedback loops for maintaining model reliability and data management.