A New Stack for the Generative AI Era

Explore the future of Generative AI in this 39-minute conference talk by Alan Ho from DataStax, presented at a Linux Foundation event. Delve into the emerging technology stack for the Generative AI era, examining how it differs from traditional AI by leveraging both structured and unstructured data to perform human-like tasks. Discover insights on autonomous AI agents, the integration of human-like memory with generative models, and five major development workflows for Generative AI. Learn about the roles of fine-tuning versus Retrieval Augmented Generation, the importance of reasoning in Generative AI applications, and explore concepts such as multi-model agents and multi-agent systems. Gain a comprehensive understanding of how Generative AI is poised to revolutionize technology stacks and shape the future of AI applications.