Explore the challenges and advancements in high-performance numerics on the JVM through this insightful conference talk. Delve into the Vector API Project, examining both API and implementation-level obstacles encountered while developing a high-performance Java API. Gain valuable insights into the current state of the project and discover potential future directions for exploration. This hour-long presentation offers a comprehensive experience report on vector operations and numeric computations in the Java Virtual Machine environment.