Generative AI - Architectures and applications in depth by K, Mavrodimitraki & D. Papageorgiou

In this comprehensive talk session, we will delve into the fascinating world of Generative Artificial Intelligence (AI), exploring its underlying architectures and cutting-edge applications. Generative AI has emerged as a game-changer, revolutionizing various industries with numerous capabilities. During the first part of the session, we will present the foundational concepts through a quip recap. Building upon this foundation, we will dive deeper into the cutting-edge architectures and techniques driving the latest advancements in Generative AI. One such groundbreaking approach is the Retrieval-Augmented Generation (RAG) model, which combines the power of retrieval systems with generative language models, enabling more accurate and context-aware text generation. As we navigate the realms of Generative AI, we will also address the critical aspect of security, audit, and compliance. Responsible development and deployment of AI systems are paramount, and we will explore the measures and frameworks in place to ensure the safe and ethical use of these technologies. To further enhance the learning experience, the talk session will include a live demo segment. Attendees will have the opportunity to witness the power of Generative AI firsthand as we showcase through a real world use case.