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Re:You Can’t Do Data Science in a GUI by lmm on Monday April 16, 2018 @11:06AM (#16849451)
All existing business processes tolerate high error rates. They have to, because anything that people do by hand will necessarily have a high error rate. So when programmers come to automate an existing business process, they often vastly overestimate the value of correctness at least in the short term: if the program does the wrong thing even 1% of the time, it's really not a problem, because the processes around this process will be built to tolerate that.

In the long term, correctness may become more valuable. An analogy: when factories first switched to electric power, they simply connected electric motors to the existing driveshafts used to distribute steam power around the factory, and only realised small improvements in productivity that way. But once factories were more fully converted to electric power, it became possible to rearrange machines to suit workflows (rather than being arranged around the driveshafts) and this lead to much bigger productivity gains.

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