Doctors often struggle with blood analysis because a single smear contains thousands of cells, making it easy to miss signs of leukemia. To solve this, researchers developed CytoDiffusion, a generative AI trained on 500,000 images to flag unusual cells with high accuracy. This provides faster, more reliable diagnoses. The AI not only spots rare diseases earlier but also recognize its own uncertainty, preventing medical errors and ensuring life-threatening conditions are caught.