Page 70 - Deep Learning
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            The Production of Novelty














               Indeed, it is obvious that invention or discovery … takes place by combining ideas.
                                                             Jacques Hadamard 1

            Western culture recognizes three fields of activity as particularly devoted to
            the exercise of originality. artists aim to create original works, scientists seek
            to discover previously unknown phenomena and technologists strive to invent
            new devices and techniques. The three verbs create, discover and invent jointly
            triangulate the application of mind to the production of novelty.
               Novelties are diverse in character and consequence. in 1935, when war in
            europe seemed unavoidable, arnold F. Wilkins, a junior scientific officer of
            the British National Physical Laboratory, was asked by his superior, super-
            intendent robert Watson Watt, to calculate whether radio waves could be
            emitted with enough force and precision to boil the blood of the pilot of an
            approaching enemy aircraft. Watson Watt had in turn been asked this ques-
            tion by a member of the Committee for the Scientific Study of air Defence.
            When  Wilkins’s  calculations  showed  that  this  death  ray  concept  was  not
            workable, his superior asked how radio technology could be used to defend
            Britain instead. in a momentous act of inspiration, Wilkins proposed that
            perhaps we can detect enemy air planes at a distance by bouncing radio waves
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            off them.  Calculations showed that a detection device, unlike the death ray,
            could work. Five years later, when the bombers of the German Luftwaffe
            attacked, a string of radar stations along Britain’s east coast gave the British
            royal  air  Force  (raF)  advance  warning  of  their  approach.  Without  this
            advantage, the raF might not have been able to fight off the Luftwaffe and
            Germany might have invaded Britain, in which case World War ii would
            have unfolded differently. Seldom have so many benefited so greatly from so
            simple an idea.




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