Generative Artificial Intelligence (GenAI) has become increasingly renowned over the years, notably since the launch of AI chatbots such as ChatGPT in 2022. In this research paper, we outline various technical aspects of GenAI and its mechanisms, with discussions on the intricate architecture of a GenAI model, how an AI model is trained and the sometimes-perplexing procedures involved in the generation of content through a prompt.

Generative Artificial Intelligence (GenAI) is increasingly reshaping a wide range of sectors, including business, healthcare and education, through its ability to generate personalised content and support complex tasks. This paper provides an overview of GenAI’s development from early neural networks to advanced transformer-based models, highlighting its rapid adoption following the release of ChatGPT in 2022.

This paper explores the ethical considerations in big data analytics, including concerns over privacy, data accuracy, accessibility, and bias. It also proposes how ethical standards can be maintained, and highlights specific case studies and their impacts.

This research paper delves into the complex topic of social robots, as well as human-robot interactions. It aims to provide a comprehensive overview to inform how social robots should continue to develop in the future.

Over several centuries, computational capabilities have enhanced the ability of robots to become integrated with human lives. This research paper explores the many aspects of social robots to aid their continued prudent development.