The Powerful AI: An Exploration of Generative Artificial Intelligence Taxonomy and Applications

The advent of Generative Artificial Intelligence models, exemplified by prominent examples like ChatGPT and others, has ushered in a transformative era over the last two years. These expansive models showcase impressive abilities, spanning from broad inquiry responses to the crafting of imaginative visuals, completely transforming numerous fields. The ramifications for both the economy and community are significant, possibly altering diverse employment roles. Generative AI highlights versatility in tasks such as text to text, text to image including 2D and 3D images, image to text, text to video, text to audio, text to code … etc. As the influence of generative AI expands, research endeavours have emerged to comprehend its fundamental aspects. This review paper underscore the widespread of the models and the major categories of AI generative taxonomies by citing the most popular developed applications. Furthermore, several opportunities, challenges and recommendations for future applications are presented.