Pat discusses the distinction between descriptive and prescriptive metadata, emphasizing how each serves different purposes in data interpretation. He illustrates this concept using personal experiences, highlighting how our understanding of data evolves over time. The metaphor of shoehorning data into new contexts underscores the challenges of making old information relevant in new environments.