BlueButton on FHIR is a prototype service designed to enhance the existing BlueButton functionality for Medicare beneficiaries, enabling easier access and use of their health data. The initiative aims to support the Presidential Precision Medicine Initiative by allowing beneficiaries to connect their data with trusted applications. It emphasizes the importance of security and user control over their personal health information through OAuth-enabled APIs and improved data formatting.