REST is an architectural style for the web, defined by Roy Fielding's dissertation, emphasizing stateless and cacheable client-server interactions. It is a foundational aspect of Ruby on Rails, promoting a uniform interface for resources identified by URIs, facilitating standard HTTP methods like GET and POST. The document discusses REST principles as applied in Rails, providing guidelines on routing, resource representation, and response handling.