Represents the outcome of a series of discussions at the Philips Symposium on Intelligent Algorithms, which was held in Eindhoven on December 2002. This work contains practical examples from research field. The examples include machine learning, content management, vision, speech, content augmentation, profiling, music retrieval, and more.