Proactive misinformation management, supported by AI technologies and collaborative efforts, is essential for rebuilding trust in science and healthcare. By implementing proactive strategies, we can combat misinformation more effectively, enhance public understanding, and ensure the success of future public health initiatives. As we face an increasingly complex information landscape, our ability to manage misinformation will be crucial in protecting public health and fostering a well-informed society.