Every so often the way we make information changes enough that the field built around it must rebuild. It happened after WWII when a flood of scientific data and the digital computer turned librarianship into library and information science. It is happening again. This time the cause is a machine you can talk to. When learning happens inside a conversation, there is no document left to check, and AI literacy runs out of things to grip. Generative AI triggers a major "information shock"—a fundamental disruption on par with the printing press or digital computer that forces fundamental changes in how we create, store, retrieve, use, and evaluate information. Dave makes the case; Beth and Mike push back.

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