PriMera Scientific Engineering (ISSN: 2834-2550)

Review Article

Volume 4 Issue 3

CHATGPT: A Paradigm Shift in Deep Learning - Evaluating Its Performance, Applications and Charting future Trajectories

Bijin Philip*, Keerthana P and Teertha B Menon

February 22, 2024

DOI : 10.56831/PSEN-04-110

Abstract

Consider conversing with a Chabot who has a nearly human-like personality. That is precisely what OpenAI ChatGPT offers. With over a million members in just five days of its debut, Chat GPT has become a major player in the tech and internet industries. Chat GPT, the brainchild of Open AI, is poised for tremendous growth and market expansion, along with all other innovations. It is a great tool for producing outstanding work regardless of skill level because of its speedy generation of unique output. This study is to determine the many uses of ChatGPT in the fields of business, healthcare, and education; assess ChatGPT's capacity to protect user security and privacy; and investigate ChatGPT's potential for future research in these areas. The researchers examined numerous articles to assess the aforementioned aims and came to their conclusion. The researchers emphasize how useful ChatGPT may be in different domains, such as Business, Education, and Healthcare. Despite its potential, ChatGPT presents several ethical and privacy issues, which are thoroughly examined in this work.

Keywords: Artificial Intelligence; ChatGPT; Deep Learning; Chatbot; Jailbreaking

References

  1. Kalla D and Smith NB. “Study and Analysis of Chat GPT and its Impact on Different Fields of Study”. ResearchGate (2023).
  2. Wu X, Duan R and Ni J. “Unveiling Security, Privacy, and Ethical Concerns of ChatGPT”. ResearchGate (2023).
  3. Farhat F, Sohail SS and Madsen DI. “How Trustworthy is ChatGPT?”. The Case of Bibliometric Analyses (2023).
  4. Sohail SS., et al. “Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions”. Journal of King Saud University - Computer and Information Sciences; Elsevier BV (2023).
  5. Jiang P., et al. “Big data in basic and translational cancer research”. Nature Reviews Cancer; Springer Science+Business Media (2022).
  6. Giansanti D. “Artificial Intelligence in Public Health: Current Trends and Future Possibilities”. International Journal of Environmental Research and Public Health; Multidisciplinary Digital Publishing Institute (2022).
  7. Jungwirth D and Haluza D. “Artificial Intelligence and Public Health: An Exploratory Study”. International Journal of Environmental Research and Public Health; Multidisciplinary Digital Publishing Institute (2023).
  8. Ray PP. “ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope”. Internet of Things and Cyber-Physical Systems; Elsevier BV (2023).
  9. Haleem A, Javaid M and Singh RP. “An era of ChatGPT as a significant futuristic support tool: A study on features, abilities, and challenges”. BenchCouncil Transactions on Benchmarks, Standards and Evaluations; Elsevier BV (2022).
  10. Lund B., et al. “ChatGPT and a New Academic Reality: AI-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing”. Social Science Research Network; RELX Group (Netherlands) (2023).
  11. Aljanabi M and ChatGPT C. ChatGPT: Future Directions and Open possibilities (2023).
  12. Gupta M., et al. “From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy”. IEEE Access; Institute of Electrical and Electronics Engineers (2023).
  13. ChatGPT Jailbreak Prompts. Insane - TheInsaneApp.com (2023). Li H. Multi-step Jailbreaking Privacy Attacks on ChatGPT. arXiv.org (2023).
  14. Khowaja SA. “ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review”. arXiv.org (2023).
  15. A REVIEW OF CHATGPT AI’S BENEFITS AND IMPACT ON E-COMMERCE SECTORS | EPRA International Journal of Research & Development (IJRD). (n.d.).
  16. George A, George A and Martin A. A Review of ChatGPT AI’s Impact on Several Business Sectors. Zenodo (CERN European Organization for Nuclear Research); European Organization for Nuclear Research (2023).
  17. Coghlan S, Miller T and Paterson JM. Good Proctor or “Big Brother”? Ethics of Online Exam Supervision Technologies. Philosophy & Technology; Springer Nature (Netherlands) (2021).
  18. Zhai X. “ChatGPT User Experience: Implications for Education”. Social Science Research Network; RELX Group (Netherlands) (2022).
  19. Arman M and Lamiya UR. “Exploring the Implication of ChatGPT AI for Business: Efficiency and Challenges”. Journal of Innovation Information Technology and Application (2023).
  20. Li H. “Multi-step Jailbreaking Privacy Attacks on ChatGPT”. arXiv.org (2023).
  21. Lund B and Wang T. “Chatting about ChatGPT: how may AI and GPT impact academia and libraries?”. Library Hi Tech News; Emerald Publishing Limited (2023).
  22. Biswas S. “Role of Chat GPT in Public Health”. Annals of Biomedical Engineering; Springer Science+Business Media (2023).
  23. Sebastian G. Do ChatGPT and Other AI Chatbots Pose a Cybersecurity Risk? - An Exploratory Study. Social Science Research Network; RELX Group (Netherlands) (2023).
  24. Biswas S, Dobaria D and Cohen HL. “ChatGPT and the Future of Journal Reviews: A Feasibility Study”. Yale Journal of Biology and Medicine; Yale University Press (2023).
  25. Susnjak T. “ChatGPT: The End of Online Exam Integrity?”. arXiv.org (2022).
  26. Aggarwal SP. A Review of ChatGPT and its Impact in Different Domains. International Journal of Applied Engineering Research; Research India Publications (2023).
  27. Gundu T. “Chatbots: A Framework for Improving Information Security Behaviours using ChatGPT”. IFIP Advances in Information and Communication Technology (2023).
  28. Yosifova A. “The Evolution of ChatGPT: History and Future”. 365 Data Science (2023).
  29. Hines K. “History of ChatGPT: A Timeline of The Meteoric Rise of Generative AI Chatbots”. Search Engine Journal (2023).
  30. Roumeliotis KI and Tselikas ND. “ChatGPT and Open-AI Models: A Preliminary Review”. Future Internet; Multidisciplinary Digital Publishing Institute (2023).
  31. Aithal PS and Aithal S. “Application of ChatGPT in Higher Education and Research – A Futuristic Analysis”. International Journal of Applied Engineering and Management Letters (2023).
  32. De Silva GHBA, Sandanayake T and Firdhous M. “ChatGPT in Higher Education - A Comprehensive Review of Its Impact on Student Research”. ResearchGate (2023).