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This in-depth analysis explores the development and progress of ChatGPT, a premier illustration of conversational AI driven by advances in artificial intelligence (AI) and natural language processing (NLP). This technology, which started with basic models like GPT and BERT and culminated in more current versions like ChatGPT-4, has completely changed a number of industries, including software development, healthcare, banking, and the arts. Even though ChatGPT has a lot of potential to revolutionize sectors and democratize information access, it still has limitations due to bias and poor comprehension, which calls for constant improvement and ethical considerations. This survey provides insights into the potential impact of ChatGPT on numerous fields through a thorough analysis of its capabilities, limitations, and evolution. It also emphasizes the significance of ongoing research and refinement in furthering this game-changing technology.

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Evolution and Advancements in ChatGPT: A Comprehensive Survey

  • 会议论文

  • 发表日期：

    2025年

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  • Sanket Suthar,
  • Krushil Kanani,
  • Bijal Dalwadi

摘要

This in-depth analysis explores the development and progress of ChatGPT, a premier illustration of conversational AI driven by advances in artificial intelligence (AI) and natural language processing (NLP). This technology, which started with basic models like GPT and BERT and culminated in more current versions like ChatGPT-4, has completely changed a number of industries, including software development, healthcare, banking, and the arts. Even though ChatGPT has a lot of potential to revolutionize sectors and democratize information access, it still has limitations due to bias and poor comprehension, which calls for constant improvement and ethical considerations. This survey provides insights into the potential impact of ChatGPT on numerous fields through a thorough analysis of its capabilities, limitations, and evolution. It also emphasizes the significance of ongoing research and refinement in furthering this game-changing technology.