Exploring the Impact of Artificial Intelligence: Prediction versus Judgment

•New developments in AI are modelled as a reduction in the cost of prediction.•Predictions improve decisions but are imperfect.•There is a role for human judgment in adjusting decisions.•As the number of decisions rises, there is a diseconomy associated with the scope of decisions allocated to a human versus a machine.•This will impact on the construction of tasks as part of jobs.