arXiv:2605.23026v2 Announce Type: replace Abstract: Generative artificial intelligence (AI) systems now summarize health-related search results, answer medical questions, and offer guidance people once sought from clinicians. These systems bring real benefits, including plain-language explanations of medical information, around-the-clock availability, and expanded access for people facing language or literacy barriers. They also carry new risks: inaccurate guidance can harm people at scale, and
