A Harvard study shows that cancer-detecting AI can unintentionally learn patient demographics from tissue slides. By relying on these subtle biological signals instead of disease features alone, the systems develop bias and perform unevenly across groups. Researchers demonstrate that improved training methods can significantly reduce these disparities.