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Image Credit: Arxiv

Large Language Models for Cancer Communication: Evaluating Linguistic Quality, Safety, and Accessibility in Generative AI

  • A study evaluated Large Language Models (LLMs) for generating cancer-related information to support patient understanding.
  • General-purpose LLMs produced higher linguistic quality and affectiveness, while medical LLMs were better at communication accessibility.
  • However, medical LLMs showed higher potential harm, toxicity, and bias, impacting their safety and trustworthiness.
  • The study emphasizes the importance of intentional model design to improve safety, mitigate harm and bias, and enhance the quality of AI-generated health content.

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