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Explore the intersection of artificial intelligence and common sense in relation to safety, security, and quality in this thought-provoking 49-minute conference talk by Wolfgang Mauerer from the Technical University of Applied Sciences Regensburg and Siemens AG. Delve into the challenges and opportunities presented by AI in civil infrastructure platforms, examining how it impacts quality and reliability. Gain insights into the importance of communities, cooperation, and processes in the development and implementation of AI systems. Analyze the complexities of effort estimation in AI projects and understand the balance between technological advancements and practical, common-sense approaches to ensure robust and secure systems.