Aditya explains the custom-built resource management system at Facebook, designed to handle the scale of their operations. He highlights the importance of efficient evaluation processes, which can be optimized for speed or cost, depending on business needs. The discussion also covers both test set evaluation and ongoing performance management of models in production, emphasizing the distinction between batch and real-time inference.
