Chat GPT: From Natural Language Processing to Responsible AI - Implications, Challenges, and Future Developments
Krish Bhanushali, Nirupam Gupta, Hardik Patel
Department of Computer Engineering.
K.J. Somaiya Polytechnic, Vidya Vihar, Mumbai, India
Abstract - This research paper provides a comprehensive overview of Chat GPT, a cutting-edge natural language processing technology that has rapidly gained popularity recently. With the ability to generate human-like responses and a growing capacity to understand complex language and contextual nuances, Chat GPT has the potential to revolutionize the way we interact with machines and greatly enhance communication and productivity across a wide range of industries and fields.
The paper covers the background and current state of Chat GPT, including its architecture, training process, and applications. It highlights the advancements made in the development of the technology, particularly the introduction of the latest version, GPT-4, which has over 100 trillion parameters compared to just 175 billion of GPT-3.5 (500 times). It can even generate output (text, art, etc.) that is nearly indistinguishable from that made by a human.
In addition to its potential benefits, the paper also examines the ethical, social, economic, and technical implications of Chat GPT. It also identifies concerns around privacy and data security, the potential for the technology to exacerbate existing biases and inequalities, and the risk of misuse or unintended consequences. It is crucial that these challenges are addressed to ensure that Chat GPT is developed and used in a responsible and beneficial manner.
Furthermore, the paper discusses the regulations and policies that must be implemented to ensure the responsible development and use of Chat GPT. It emphasizes the importance of transparency and accountability, as well as the need to protect users' rights and promote fair access to the technology.
The paper also explores the future developments of Chat GPT, including improvements in multilingual capabilities, emotional intelligence, and personalization. It also highlights the potential for Chat GPT to continue to evolve and improve, particularly with regards to contextual understanding and integration with human assistance.
Keywords: Chat GPT, natural language processing, GPT - 4, AI, ethics, regulations, future developments, challenges, limitations, applications, multilingual capabilities, emotional intelligence, personalization.
