Page 180 - Deep Learning
P. 180

Creative Insight Writ Large              163

            in particular that lasted from 1929, when the Soviet regime officially elevated
            Lysenko  to  a  leadership  role,  to  1964,  when  Lysenko  died.  Societies  with
            monolithic ideologies invent less than those in which the right to dissent is
            recognized in principle and protected in practice, because creativity essentially
            depends on being able to adopt another perspective, another representation of
            the matter at hand.
               Although centralized power structures are perhaps more often agents of
            stagnation, they can also facilitate change. The historical analogue to the relax-
            ation of constraints is the repeal of regulations and laws. Although lawmakers
            are more prone to create laws than to cancel them, there are examples to the
            contrary. During a short period in the middle 1980s, the government of New
            Zealand overhauled an entire set of economic practices, institutions and regu-
            lations, including deregulation of the labor market, elimination of agricultural
            subsidies, privatization of state assets and revision of monetary policy to focus
                               66
            on preventing inflation.  The triggering factor was a gross case of negative feed-
            back:  Economic  indicators  showed  that  the  New  Zealand  economy  was  not
            working and the situation became so dire that the government fell. Multiple
            reforms were executed in quick succession by those who took over. Two decades
            later, New Zealand’s economy was still changing rapidly as various economic
            agents – banks, firms, individuals – expanded into the new possibility space.
               In short, forward projection of past concepts, principles and practices can
            cause unwarranted periods of stagnation in historical systems, and the relax-
            ation of constraints in response to internal or external events can prepare the
            way for a period of rapid change. But the explanatory power of these concepts
            is limited at the historical level by the complexity of the mechanisms that pro-
            duce and maintain the official stance of the historical entity.
               The situation is parallel with respect to the scaling of insights. In principle,
            if a single member of a historical system has an insight, that system is in posses-
            sion of that insight. In some cases, an individual event punches through in the
            manner of a butterfly effect, causing consequences that are larger than itself, as
            when the loss of a shoe means the loss of a horse, which in turn means defeat
            in battle and the loss of a kingdom. Examples are ready at hand. Consider once
            again the idea that perhaps we can detect enemy airplanes at a distance by bounc-
            ing radio waves off them. This insight initiated work on radar, and radar had
            a decisive effect on the outcome of the Battle of Britain in particular and of
            World War II in general, with worldwide consequences for the postwar world,
                                                                     67
            as fine a butterfly effect as ever flitted through the pages of history.  World
            War II is a breeding ground for butterflies of this sort: the novel code-break-
            ing techniques that allowed the Allied forces to listen in on German military
   175   176   177   178   179   180   181   182   183   184   185