ChatGPT raises concerns of AI-driven infodemic in public health LargeLanguageModels ChatGPT AIRevolution NLPResearch PublicHealth Misinformation EthicalChallenges Infodemic AI TextGeneration Research Perspective FrontPubHealth
By Dr. Priyom Bose, Ph.D.May 17 2023 OpenAI is an Artificial intelligence -based research and development company that has recently developed ChatGPT, a large language model . Although previously developed LLMs can perform varied natural language processing tasks, ChatGPT processes differentially. ChatGPT is an AI chatbot that can interact in a human-like conversation.
Perspective: ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health. Image Credit: Mila Supinskaya Glashchenko / Shutterstock GPT models evolved rapidly, and many versions were launched. The improved versions contain large textual data and parameters. For instance, the third version of GPT is 100 times bigger than GPT-2 and includes 175 billion parameters. Although GPT-3 can generate texts covering a wide range of domains, it often provides biased text that contains untrue facts.
Related StoriesMany authors have already used ChatGPT to write a part of their scientific articles. This underscores the fact that this tool has already been included in research processes, even before addressing ethical concerns and establishing standard rules for its application. Due to the lack of accurate detectors, some precautionary measures must be followed. For instance, the International Conference on Machine Learning for 2023 prohibited the use of LLMs in submitted drafts. However, no tools are available to verify compliance with this rule.
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