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cs.AI2026
Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing Health LLMs
Rahul Gorijavolu, Kaushik Madapati, Pritika Vig +7
Background: Consumer-facing large language models are now a common source of health information, and they interpret and personalize responses rather than retrieve them. Whether the…
cs.AI2025
Beyond Ethics: How Inclusive Innovation Drives Economic Returns in Medical AI
Balagopal Unnikrishnan, Ariel Guerra Adames, Amin Adibi +10
While ethical arguments for fairness in healthcare AI are well-established, the economic and strategic value of inclusive design remains underexplored. This perspective introduces…