Research suggests that attention deficit hyperactivity disorder (adhd) does not decrease with age, but its diagnostic clarity may. There is ongoing work to improve diagnostic understanding and tools for adhd across different age groups, including the use of artificial intelligence. The condition is also being studied in relation to other issues, such as substance use and its impact on individuals and communities.