This issue features a research paper about using artificial intelligence (AI) to help manage long-term health problems like heart disease and diabetes. The study introduces a new way of using AI that’s inspired by how groups of animals, like bees or ants, work together. This method helps doctors, patients, and caregivers share information and make better decisions about treatment. It aims to make healthcare more open, trustworthy, and accurate. The researchers believe this approach could lead to better diagnoses, more personalized treatments, and improved health outcomes for patients. This new way of using AI in healthcare could be a big step forward in how we manage these complex health conditions.