Top Insights in AI RESEARCH Grounded Reasoning Systems for Cloud Architecture Iman Makaremi discusses the development of grounded reasoning systems in enterprise AI architecture, focusing on integrating AI agents and reasoning within cloud environments. This talk outlines a framework combining knowledge graphs and multi-agent workflows, aiming to enhance AI's reliability and interpretability in complex system design.  TUTORIAL 7 Habits of Highly Effective Generative AI Evaluations Justin Muller shares insights from evaluating over 100 generative AI frameworks, distilling seven essential habits that contribute to effective evaluations. This guidance is crucial for AI practitioners aiming to enhance the longevity and reliability of their generative AI projects through solid assessment practices.  INNOVATION The Voice-First AI Overlay: Designing Conversational Co-Pilots Gregory Bruss introduces the 'Voice-First AI Overlay', an AI agent that enhances live conversations by providing contextual support without disrupting the dialogue. This innovative approach to conversational AI aims to create seamless interactions, demonstrating the potential for real-time assistance in communication settings.  | 
@sabrina_ramonov 