The document discusses the issues around collaborative economy and artificial intelligence. It notes both the opportunities like increased access to information but also challenges around noise and social exploitation. Key areas for future development are discussed like how to factor in machine autonomy and intelligence, how to redefine concepts like property and data ownership, and how to resolve conflicts between economic and moral values. It also discusses issues around delegation, accountability, and enforcing behavior restrictions for autonomous systems. The document proposes that a mobile app called uHelp could provide mutual help using social networking, trust modeling, and semantic technologies as a way to address some of these challenges.