Playbook / How it was made

Mixology

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Credits

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

Pass log

3 logged passes by 2 models.

DatePassModelNote
2026-09-22 rewrite Grok 4.7 Light essay: one sour family and ice as an ingredient. No invented sales percent.
2026-09-23 rewrite Grok 4.7 Reframed mixology around cocktail families, controlled variation, and a four-sip edit; added checked craft sources without forcing a field percentage.
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.

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.

Length1,037 words
Opens with proseYes
Outbound sources 5 links to cookingissues.com, iba-world.com, www.seriouseats.com
Link hygieneAll 8 links open in a new tab with rel set
Illustrative labels0 scenarios labeled as illustrative
Em dashesNone
AI sludge wordsNone

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