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ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health

📅 April 25, 2023 👤 Luigi De Angelis, Francesco Baglivo, Guglielmo Arzilli et al. 📖 Frontiers in Public Health 📊 639 citations

🤖 Plain-English Summary

Large Language Models (LLMs) have recently gathered attention with the release of ChatGPT, a user-centered chatbot released by OpenAI. Infodemic is a trending topic in public health and the ability of LLMs to rapidly produce vast amounts of text could leverage misinformation spread at an unprecedented scale, this could create an "AI-driven infodemic," a novel public health threat.

🔑 Key Findings

  • In this perspective article, we retrace the evolution of LLMs to understand the revolution brought by ChatGPT in the artificial intelligence (AI) field.
  • The opportunities offered by LLMs in supporting scientific research are multiple and various models have already been tested in Natural Language Processing (NLP) tasks in this domain.
  • The impact of ChatGPT has been huge for the general public and the research community, with many authors using the chatbot to write part of their articles and some papers even listing ChatGPT as an author.

💡 Why This Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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📋 Article Details

Category 🤖 Artificial Intelligence
Published Apr 25, 2023
Journal Frontiers in Public Health
Authors Luigi De Angelis, Francesco Baglivo, Guglielmo Arzilli, Gaetano Pierpaolo Privitera, Paolo Ferragina
DOI 10.3389/fpubh.2023.1166120
Citations 639
Source OpenAlex

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