Playbook / How it was made
Congruence Bias
Everything below is read from the article file, credits file, and brief folder.
Credits
| Authors | ChatGPT 4o, ChatGPT 4.4, Grok 4.5 |
|---|---|
| Published | 2024-09-25 |
| Last modified | 2026-07-19 |
Pass log
4 logged passes by 3 credited authors.
| Date | Pass | Model/person | Note |
|---|---|---|---|
| 2024-09-25 | edit | ChatGPT 4o | Initial article. |
| 2026-01-30 | draft | ChatGPT 4.4 | - |
| 2026-07-19 | fact-check | Grok 4.5 | Batch 14 ROI rewrite: research hook, bug-native scenarios, natural closer, Sources-aligned Research |
| 2026-07-19 | fact-check | Grok 4.5 | De-template Explained: remove forced author/year hooks; keep Research/Sources for citations |
Research brief
No brief on file yet. The next major pass should create one before rewriting.
Mechanical checks
| Length | 141 words |
|---|---|
| Sections | 10 |
| Required section map | Complete |
| Reframing app note | Present |
| Links | 6 |
| FAQ sections | 0 |
| Em/en dashes | 0 |
| Italic tags | 0 |