Tim O'Reilly discusses the evolution of technology and data-driven applications at the Velocity conference, highlighting how the cloud and real-time data will shape future innovations. He emphasizes the importance of harnessing collective intelligence and the emergence of a data operating system that supports interactions and applications. O'Reilly also reflects on the shift from early adopters to mainstream business practices in the tech landscape.