In Atlas Shrugged (1957), by Ayn Rand, the system falls apart to the point that the remaining producers choose to simply withdraw rather than proliferate and disrupt the society from within. "In 1995, Fukuyama argued that only those societies with a high degree of social trust would be able to create the kind of flexible, large-scale business organizations that are needed for successful competition in the global economy." Carrying proudly the responsibility of its 170 years history and legacy, a Tech Giant, an Atlas of the modern era of turbulent markets and exponentially growing challenges, the largest industrial manufacturing company in Europe with its footprint in 190 countries around the globe, the German conglomerate company Siemens AG (German pronunciation: [ˈziːmɛns]) is shaping the future – the digital future. "With its Vision 2020, Siemens has recently once again clearly answered these questions: a company faces up to its responsibilities, furnishes lasting benefit and generates added value from a position of strength – for its shareholders, employees, customers, business partners and societies all over the world. Joe Kaeser, President and Chief Executive Officer of Siemens AG, puts it like this: "Only the strong can help the weak, take responsibility and then fulfill it.

"I will not sell the future for instant profit!" Werner von Siemens, 1884 In Atlas Shrugged (1957), by Ayn Rand, the system falls apart to the point that the remaining producers choose to simply withdraw rather than proliferate and disrupt the society from within. "In 1995, Fukuyama argued that only those societies with a high degree of social trust would be able to create the kind of flexible, large-scale business organizations that are needed for successful competition in the global economy." Carrying proudly the responsibility of its 170 years history and legacy, a Tech Giant, an Atlas of the modern era of turbulent markets and exponentially growing challenges, the largest industrial manufacturing company in Europe with its footprint in 180 countries around the globe, the German conglomerate company Siemens AG (German pronunciation: [ˈziːmɛns]) is shaping the future – the digital future. "With its Vision 2020, Siemens has recently once again clearly answered these questions: a company faces up to its responsibilities, furnishes lasting benefit and generates added value from a position of strength – for its shareholders, employees, customers, business partners and societies all over the world. Joe Kaeser, President and Chief Executive Officer of Siemens AG, puts it like this: "Only the strong can help the weak, take responsibility and then fulfill it.

Many barriers exist today that prevent effective industrial exploitation of current and future AI research. These barriers can only be removed by people who are working at the scientific forefront in AI and know potential industrial needs. The Knowledge Processing Laboratory's research and development concentrates in the following areas: (1) natural language interfaces to knowledge-based systems and databases; (2) theoretical and experimental work on qualitative modeling and nonmonotonic reasoning for future knowledge-based systems; (3) application-specific language design, in particular, Prolog extensions; and (4) desi gn and analysis of neural networks. This article gives the reader an overview of the main topics currently being pursued in each of these areas.