Preface

I am pleased to introduce the issue of the Majestic International Journal of AI Innovations 2026. The issue is a major move in the continued effort of the journal to promote rigorous, ethical, and influential research in the fast-paced field of artificial intelligence.

Artificial intelligence has become a revolutionary phenomenon in the scientific field, industrial application, and even within the social organization at an unprecedented rate. Since the early years of computational models and the present-day applications in healthcare, engineering, education, and the governance of the population, AI currently takes a leading position in overcoming the difficult issues of the world. In this regard, an academic journal should not only be a vehicle of dissemination, but also a place of critical interaction, transparency of methodology and responsible innovation.

MIJAI was created with that aim of creating high-quality interdisciplinary scholarship that links theoretical growth and practice. The journal aims to present technical and quality research work that is also interested in wider perspectives such as fairness, accountability, sustainability and human-centred design. MIJAI seeks to play an active role in the research ecosystem of artificial intelligence around the world by embracing different points of view forwarded by researchers in different regions and fields of study.

With the journal proceeding to expand in the future, the three main principles that will guide the future direction of the journal will include; academic excellence, editorial integrity and accessibility. Strict peer-reviewing is the key to the preservation of the scholarly credibility and trust, and the projects like open-access journals and more attentive editorial care demonstrate the want to share the knowledge and develop researchers of all career stages.

The co-operation of the editorial board, peer reviewers, authors and the publishing team would have been instrumental in ensuring the successful publication of this issue. They are professional, cooperative and hardworking, which have worked to their advantage in making MIJAI a significant and powerful academic platform.

I do wish to encourage the readers to actively engage in the contents in this issue and join the intellectual community of the journal. Through interactive collaboration and commitment to responsible, imaginative, and responsible research in the domain of AI, MIJAI not only sees the task of capturing the state of the art, nevertheless, it is also willing to take part in establishing the future of AI research.

With sincere appreciation,

Maqsood Mahmud

Editor-in-Chief

Department of Computing Science, Ulster University Northern Ireland, United Kingdom.

E-mail: maxodjee@gmail.com

Majestic International Journal of AI Innovations (MIJAI)