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172   Artificial Intelligence for the Internet of Everything


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          of the mud that has trapped the old universe for so long. There are alarms and
          alarmists everywhere in our “smart” surroundings. It seems that every single
          timely issue that has already troubled us for long may also be “upgraded”
          with the advent of modern AI. A long but nonexhaustive list includes
          human intelligence and civilization, economic instability, employment,
          income inequality, dishonesty, discrimination, populism, polarization, social
          exclusion, privacy and security, democracy, etc. Celebrities such as Elon
          Musk (Tesla Motors), Bill Gates (Microsoft), Steve Wozniak (Apple), and
          Stephen Hawking (1942–2018) have all voiced their alarms in one way
          or another.
             Given this conundrum, maybe Charles Dickens’ (1812–1870) magnum
          opus, A Tale of Two Cities, and his leading message, as we quoted above at the
          beginning of the chapter, stands as the most powerful illumination of what
          the era of AI can mean for us. In this chapter, we shall embark on a research
          project on the potential economic implications of IoE. As we shall argue,
          this research project, if placed in the history of economic analysis is not
          new (Section 10.2); however, IoE can be regarded as the advancement in
          technology from ubiquitous computing to ubiquitous networking, and its impact
          is unprecedented and overwhelming. Therefore the framework required to
          address this issue will be more comprehensive and extensive than the ones
          we have used before. This revisit will bring in new challenges associated
          with new concepts for economists.
             As the first attempt to address this issue, our strategy is twofold. At the
          macro level, we shall examine the possibility of the unmanned markets as a
          continuation of the earlier socialist calculation debate (Section 10.2),
          whereas at the micro level we shall examine the rationality of individuals
          in economic theory in light of the long-standing debate between homo eco-
          nomicus and homo sapiens (Section 10.3). It may be worthwhile noticing
          that the earlier socialist calculation debate did not explicitly involve the




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           The web of smart things or the smart universe brings in a new idea that is very different from the
           conventional “pride” pursued by economists under the title the Hayek Hypothesis. The Hayek
           hypothesis is a statement of collective intelligence, which can emerge from a society made up of many
           individuals whose intelligence is constrained (Hayek, 1945). This concept has been very powerful and
           influential in the development of economics over the last two decades. The spirit of the Hayek
           hypothesis has been manifested in the economic theory of zero-intelligence agents (entropy-
           maximizing agents) and has been incorporated into part of the foundation for Econophysics (Chen,
           2012). To economists, IoE evokes the following curiosity: would a web of smart agents outperform a
           web of “dumb” agents? Would institutions, such as the market mechanism, play a less important role
           than before?
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