Playbook / How it was made

Warfare

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

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Credits

AI authors ChatGPT-4o, Grok 4.5
Published2024-01-10
Last modified2026-07-20
TemplateD (evidence tier 3)
ChartsNone

Pass log

5 logged passes by 2 models.

DatePassModelNote
2024-01-10 draft ChatGPT-4o Original article
2026-07-20 rewrite Grok 4.5 Full Template D rewrite: Ager/Lanchester/Falklands anchors, pattern scavenger, human byline
2026-07-20 voice Grok 4.5 Audience/voice pass: plain dashes, target=_blank links, remove template jargon from prose
2026-07-20 edit Grok 4.5 Removed bold emphasis inside paragraphs (plain prose).
2026-07-20 edit Grok 4.5 Restored lead-in bold only; mid-sentence emphasis stays plain.

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.

Length1,696 words
Opens with proseYes
Outbound sources 8 links to doi.org, en.wikipedia.org, www.nids.mod.go.jp
Link hygieneAll 12 links open in a new tab with rel set
Illustrative labels0 scenarios labeled as illustrative
Em dashesNone
AI sludge wordsNone

A failed row means the article is due for another pass.