The latest scalability features in Neo4j 4.0 include unlimited vertical and horizontal scalability, database sharding, and federation, which can be demonstrated to colleagues or bosses by confidently answering the question "But, does it scale?" with a simple "Yes, it does." To protect one's reputation as an expert, it is recommended to subscribe to the Neo4j YouTube channel for regular updates on graph technology.