Sorry, I am an AI Language Model: Understanding the Limitations of ChatGPT

Dishita Naik, Ishita Naik, Nitin Naik

Research output: Chapter in Book/Published conference outputConference publication

Abstract

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.
Original languageEnglish
Title of host publicationContributions Presented at The International Conference on Computing, Communication, Cybersecurity and AI, July 3–4, 2024, London, UK: C3AI 2024.
EditorsNitin Naik, Paul Jenkins, Shaligram Prajapat, Paul Grace
Pages26-42
ISBN (Electronic)978-3-031-74443-3
DOIs
Publication statusPublished - 20 Dec 2024

Publication series

NameLecture Notes in Networks and Systems (LNNS)
PublisherSpringer Cham
Volume884
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Fingerprint

Dive into the research topics of 'Sorry, I am an AI Language Model: Understanding the Limitations of ChatGPT'. Together they form a unique fingerprint.

Cite this