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Undercover Economist, Tim Harford, has written compellingly in his book Adapt, about how various solutions can be found to difficult problems by doing a number of small scale trials investigating different ideas and using the data gathered from the trials to plan more and better trials until the problem has been overcome. Problems for which solutions that would never have been dreamt up have been conquered by this unintuitive, evidence-based method.