No, PID will not go away on its own. It requires medical treatment with antibiotics. If left untreated, PID can lead to severe complications, including infertility, chronic pelvic pain, and an increased risk of ectopic pregnancy. Seeking early medical intervention is crucial for preventing long-term damage.