Research to the People and Stanford Medicine's Rare Disease Hackathon was a catalyst for the first Generative AI models for EDS and Hypophosphatasia. The vision for this event series was to bring AI and medical experts together to build open source language models for rare diseases, and create zero-barrier access to rare disease expertise for patients, researchers and physicians. We are also enthusiastic for the potential AI has to uncover new biomarkers, treatment ideas and novel links between rare diseases. Over the course of 6-months, teams from around the world worked on GenAI models for HPP and EDS. Teams presented their work and gave live demo's at our Demo Day at GitHub in San Francisco. Check out the presentations from Demo Day and deployed models!