A Smart Approach to China-U.S. Relations

Why our economic system works as well and is as intelligent as it is is a deep question, in need of much more thought. Michale Jordan thinks it noteworthy that the human brain is not the only system that looks capable of "intelligent behavior". I wonder if the things that have made our economy appear intelligent in the past may disappear in the future:

Michael I. Jordan: Dr. AI or: How I Learned to Stop Worrying and Love Economic: "I view the scientific study of the brain as one of the grandest challenges that science has ever undertaken, and the accompanying engineering discipline of ‘human-imitative AI’ as equally grand and worthy.... [But] let us suppose that there is a fledgling Martian computer science industry, and suppose that the Martians look down at Earth to get inspiration for making their current clunky computers more ‘intelligent.’ What do they see that is intelligent, and worth imitating, as they look down at Earth? They will surely take note of human brains and minds.... What else is intelligent on Earth? Perhaps the Martians will notice that in any given city on Earth, most every restaurant has at hand every ingredient it needs for every dish that it offers, day in and day out. They may also realize that, as in the case of neurons and brains, the essential ingredients underlying this capability are local decisions being made by small entities that each possess only a small sliver of the information being processed by the overall system. But, in contrast to brains, the underlying principles or algorithms may be seen to be not quite as mysterious as in the case of neuroscience. And they may also determine that this system is intelligent by any reasonable definition—it is adaptive (it works rain or shine), it is robust, it works at small scale and large scale, and it has been working for thousands of years (with no software updates needed). Moreover, not being anthropocentric creatures, the Martians may be happy to conceive of this system as an ‘entity’—just as much as a collection of neurons is an ‘entity.’ Am I arguing that we should simply bring in microeconomics in place of computer science? And praise markets as the way forward for AI? No, I am instead arguing that we should bring microeconomics in as a first-class citizen into the blend of computer science and statistics that is currently being called ‘AI.’ This blend was hinted at in my discussion piece; let me now elaborate...


#noted

Comments