Introduction.- Building Spoken Dialog Systems for the Real World: Paradigms, Tools, Limitations.- Measuring Performance of Spoken Dialog Systems.- The Continuous Life Cycle of Deployed Spoken Dialog Systems.- Deployed Spoken Dialog Systems' Alpha and Omega: Adaptation and Optimization.- Academic vs. Commercial Perspective of Spoken Dialog Systems: Past, Present, and Future.