A new survey connects the use of AI chatbots and social media to increased vaccine distrust. Users seeking health advice from these tools often encounter unverified claims. This trend complicates public health efforts. Practitioners must now address how algorithmic hallucinations and biased data sources actively erode trust in medical science among vulnerable populations.