When is Learnability More Important than Usability

Is it ok to ask your users to learn your interface? As UI design is maturing and the web is becoming a more advanced land of complex interfaces is it now unreasonable for every feature to be instantly usable? Touch devices have also entered the mainstream and added a multitude of interactions that UI designers can lean on.

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