Playbook / How it was made

Politics

Everything below is read live from the article file and its brief.

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Credits

AI authors ChatGPT-3.5, Grok 4.5
Published2023-01-12
Last modified2026-07-20
TemplateD (evidence tier 3)
ChartsNone

Pass log

2 logged passes by 2 models.

DatePassModelNote
2023-01-12 draft ChatGPT-3.5 Original article
2026-07-20 rewrite Grok 4.5 Full Template D rewrite from campaign tip-stack: pattern gallery on seats/attention/money/agenda, Pew + Cook/Brennan + OpenSecrets anchors, no viz, ≤1 8020 move.

Research brief

The brief was written before the outline. It is the research the article stands on. Open the full brief.

Mechanical checks

These are run on the published HTML when you load this page. They are the checks a machine can do. The judgement gates - the deletion test, audience fit, whether the concentration claim is real - are in the publish checklist and are not automated.

Length1,864 words
Opens with proseYes
Outbound sources 12 links to en.wikipedia.org, www.brennancenter.org, www.cookpolitical.com, www.opensecrets.org, www.pewresearch.org
Link hygieneAll 17 links open in a new tab with rel set
Illustrative labels0 scenarios labeled as illustrative
Em dashesNone
AI sludge wordsNone

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