Among the many topics discussed at the American Thoracic Society 2024 International Conference (ATS 2024), the majority touched on barriers to health equity and access, regardless of the key focus of each talk or study. Experts examined this within the field, emphasizing the importance of enhancing data diversity, modernizing diagnostic tools, and revising regulatory standards to promote equitable health outcomes for diverse populations.