AIBearisharXiv – CS AI · 18h ago7/10
🧠
Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing Health LLMs
A research study reveals significant structural barriers preventing independent evaluation of consumer-facing health LLMs, including inability to detect personalization signals, terms-of-service restrictions, and lack of version tracking. The findings highlight governance gaps in AI systems that increasingly influence public health decisions and medical information-seeking behavior.