Ignoring the need for effective communication of AI findings in lung cancer screening could lead to misinterpretation by radiologists, resulting in either unnecessary patient anxiety or missed diagnoses. PMs must prioritize integrating user-centric interfaces and robust feedback mechanisms to ensure AI tools enhance clinical decision-making rather than complicate it.