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Critics argue that searching categories destroy serendipity—the joyful accident that drives romantic plots. We counter that search categories merely . In an analog world, surprise occurred at the point of meeting. In a digital world, surprise occurs after matching, when the categories are revealed to be incomplete or misleading.

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Thus, dramatic irony (where the audience knows more than the characters) now works differently: the algorithm knows the categories, but the lovers only gradually discover whether those categories actually predict compatibility. surprise occurs after matching