Tim O'Reilly discusses the evolution of open source and open data in the context of cloud computing, emphasizing the importance of real-time, algorithmic intelligence for mobile applications. He predicts a future where devices generate continuous streams of data that contribute to a 'sensor web' and highlights the implications for various industries. The document underscores the necessity for interoperable web services and open data standards to foster innovation and maintain a competitive edge.