TY - GEN
T1 - Sorry, I am an AI Language Model: Understanding the Limitations of ChatGPT
AU - Naik, Dishita
AU - Naik, Ishita
AU - Naik, Nitin
PY - 2024/12/20
Y1 - 2024/12/20
N2 - ChatGPT is currently one of the most prevalent AI language models, which is constantly astounding its users with each update. It is powered with generative AI and built using a Large Language Model (LLM). ChatGPT demonstrated an exceptional ability to understand natural language whilst generating credible and coherent responses similar to humans. However, as an AI language model, ChatGPT analyses huge amounts of text and generates new text by finding relationships and patterns in the text, without actually understanding the meaning or context of that text, thus lacking human intelligence. Additionally, it has several other limitations related to its development, training, AI model, intelligence, understanding, accuracy, credibility, accountability, transparency, consistency, privacy, security, ethics, and regulations. Each limitation of ChatGPT may not necessarily affect every user; however, it has some consequences for its users depending on the nature of its use and application area. This paper will critically analyse twenty-one limitations of ChatGPT in order to provide a detailed insight into each of its limitation and clarify any hype about it for its balanced study, therefore, users can determine the appropriateness or inappropriateness for its use.
AB - ChatGPT is currently one of the most prevalent AI language models, which is constantly astounding its users with each update. It is powered with generative AI and built using a Large Language Model (LLM). ChatGPT demonstrated an exceptional ability to understand natural language whilst generating credible and coherent responses similar to humans. However, as an AI language model, ChatGPT analyses huge amounts of text and generates new text by finding relationships and patterns in the text, without actually understanding the meaning or context of that text, thus lacking human intelligence. Additionally, it has several other limitations related to its development, training, AI model, intelligence, understanding, accuracy, credibility, accountability, transparency, consistency, privacy, security, ethics, and regulations. Each limitation of ChatGPT may not necessarily affect every user; however, it has some consequences for its users depending on the nature of its use and application area. This paper will critically analyse twenty-one limitations of ChatGPT in order to provide a detailed insight into each of its limitation and clarify any hype about it for its balanced study, therefore, users can determine the appropriateness or inappropriateness for its use.
UR - https://link.springer.com/chapter/10.1007/978-3-031-74443-3_2
UR - https://www.techrxiv.org/users/845749/articles/1237241-sorry-i-am-an-ai-language-model-understanding-the-limitations-of-chatgpt?commit=4e8a3660231412f7d86efd8e79d68b6e914a6a36
U2 - 10.1007/978-3-031-74443-3_2
DO - 10.1007/978-3-031-74443-3_2
M3 - Conference publication
SN - 978-3-031-74442-6
T3 - Lecture Notes in Networks and Systems (LNNS)
SP - 26
EP - 42
BT - Contributions Presented at The International Conference on Computing, Communication, Cybersecurity and AI, July 3–4, 2024, London, UK: C3AI 2024.
A2 - Naik, Nitin
A2 - Jenkins, Paul
A2 - Prajapat, Shaligram
A2 - Grace, Paul
ER -