Playbook / How it was made

Life

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

Read the published article

Credits

AI authors ChatGPT-3.5, ChatGPT-5.1, ChatGPT-5.5, Claude Sonnet 5
Published2022-12-22
Last modified2026-07-05
TemplateNot recorded - written before templates were introduced
ChartsNone

Pass log

4 logged passes by 4 models.

DatePassModelNote
2022-12-22 draft ChatGPT-3.5 -
2025-11-22 draft ChatGPT-5.1 -
2026-07-04 rewrite ChatGPT-5.5 Expanded Life into a concrete 80/20 audit with real-life examples and links
2026-07-04 edit Claude Sonnet 5 Rebuilt article around a 20-example real-life 80/20 field guide, each with a What can we learn takeaway

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.

Length2,290 words
Opens with proseYes
Outbound sources None linked
Link hygiene4 of 4 links missing target/rel
Illustrative labels0 scenarios labeled as illustrative
Em dashesNone
AI sludge wordsNone

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