There are ML techniques that build accurate predictors even when a large fraction of the training data have errors. I think long-running fiction can be like this – we build an idealized internal version even when a lot of the canon is not very good and occasionally terrible.
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Kristina Ness
@____ness
Senior Concept Artist at @SES_dev, working on @Astroneergame | Prev: Valve, Runic Games, Riot Games, Toys for Bob, Microsoft, NASA 
|http://artstation.com/ness
Seattle, WA
Joined July 2011
