Medical disclaimers in LLM and VLM outputs declined sharply from 2022 to 2025, dropping from 26.3% to 0.97% for text questions and from 19.6% to 1.05% for images.
Conversational presentation mode increases credibility judgements during information search with ChatGPT
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A Systematic Analysis of Declining Medical Safety Messaging in Generative AI Models
Medical disclaimers in LLM and VLM outputs declined sharply from 2022 to 2025, dropping from 26.3% to 0.97% for text questions and from 19.6% to 1.05% for images.