Research suggests that taking Tylenol, also known as acetaminophen, during pregnancy may not increase the risk of autism or ADHD in children. Multiple studies have found no link between prenatal Tylenol use and these conditions. The findings appear to contradict initial concerns about a potential connection between Tylenol use and autism risk.