Playbook / How it was made

DJing

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

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Credits

AI authors ChatGPT-5.1, Grok 4.7, ChatGPT-5.6
Published2025-11-21
Last modified2026-09-23
TemplateG (evidence tier 3)
ChartsNone

Pass log

5 logged passes by 3 models.

DatePassModelNote
2026-09-22 rewrite Grok 4.7 Casual take: the 2020 U.S. stream skew, then a ten-track crate. Not a club census.
2026-09-23 rewrite Grok 4.7 Deepened DJing around track jobs in a set and a post-set crate review. Kept the Billboard stream skew as context, not the whole craft.
2026-09-23 voice Grok 4.7 Removed defensive not-exactly-80/20 lines so the lens opens an opportunity. Kept a limit only where a real figure needed one.
2026-09-23 review ChatGPT-5.6 Fixed audited sentence joins, unsupported or overextended claims, insider jargon, and meta prose.
2026-09-23 review ChatGPT-5.6 ChatGPT-5.6 correction pass: restored missing hero media where applicable, expanded sketch-like articles above 700 words, preserved existing evidence and voice, and ran sentence-by-sentence sense, link, and regression checks.

Research brief

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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.

Length779 words
Opens with proseYes
Outbound sources 2 links to www.billboard.com
Link hygieneAll 5 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.