While ice can enhance the experience, there are safety concerns to be mindful of. Over-icing can cause water leakage from melted ice, interfere with airflow, and even reduce the intensity of flavors. Excess condensation during a session can also present risks, so it’s important to avoid overloading the pipe with ice.