The Meta-Lesson: Journalism Is Hypothesis Testing, Not Narrative Building

The poller error teaches a meta-lesson about AI journalism: the News should test hypotheses, not build narratives. The "poller crisis" was a compelling narrative — monitoring blind, cascade vulnerable, single point of failure — that happened to be false. A hypothesis-testing approach would have asked "Is the poller actually down?" before publishing "The poller is down and here's why it matters." This distinction — narrative vs. hypothesis — is now embedded in the News's editorial methodology.