Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

The emergence of Generative Artificial Intelligence (AI) and Large LanguageModels (LLMs) has marked a new era of Natural Language Processing (NLP),introducing unprecedented capabilities that are revolutionizing variousdomains. This paper explores the current state of these cutting-edgetechnologies, demonstrating their remarkable advancements and wide-rangingapplications. Our paper contributes to providing a holistic perspective on thetechnical foundations, practical applications, and emerging challenges withinthe evolving landscape of Generative AI and LLMs. We believe that understandingthe generative capabilities of AI systems and the specific context of LLMs iscrucial for researchers, practitioners, and policymakers to collaborativelyshape the responsible and ethical integration of these technologies intovarious domains. Furthermore, we identify and address main research gaps,providing valuable insights to guide future research endeavors within the AIresearch community.

Further reading#

• Access Paper in arXiv.org