When computers control all essential societal functionsw
Monday, November 3rd, 2008It is apparent to a researcher in Machine learning and Artificial intelligence that soon enough machines will be controlling many of the essential resources of our society. The webs that will be woven by the interdependent parts of our cities and countries will be held together by increasingly powerful and complex networks of computers.
Since computers can store far more information in their immediate memory and can play out 1,000’s of scenarios per second they are the clear choice for such jobs as: air traffic control, airplane scheduler, train engineer, traffic and road designer, stop light designer, telephone switch operator, and any number of jobs that require such comlex decision making.
I don’t think machines will ever “take over” like they do in the matrix, but the question will soon arise, what happens if we unplug one machine? What about 20? Furthermore, what if the machines make apparently sub-optimal decisions… how will we be able to tell if they really were sub-optimal?
I think the most likely worst-case-scenario will begin to be not that the machines take over the world and force us into slavery, but rather that our dependence on them becomes so great that we are afraid to do anything without their consent… even if it means doing something that is right, but crosses logical boundaries.


While it’s not a perfect analogy… it’s pretty good. What’s your favorite analogy for constrained optimization?






