Playbook / How it was made
Notification Urgency Bias
Everything below is read from the article file, credits file, and brief folder.
Credits
| Authors | Grok 4.5, ChatGPT 5.6 Sol |
|---|---|
| Published | 2026-07-18 |
| Last modified | 2026-07-19 |
Pass log
3 logged passes by 2 credited authors.
| Date | Pass | Model/person | Note |
|---|---|---|---|
| 2026-07-18 | draft | Grok 4.5 | Initial article |
| 2026-07-18 | fact-check | ChatGPT 5.6 Sol | Fact-check and quality pass: qualified claims, strengthened research attribution, and clarified conceptual boundaries |
| 2026-07-19 | fact-check | Grok 4.5 | Batch 20 ROI rewrite: bug-native scenarios, natural closer, Sources-aligned Research; no forced Explained citations |
Research brief
No brief on file yet. The next major pass should create one before rewriting.
Mechanical checks
| Length | 772 words |
|---|---|
| Sections | 10 |
| Required section map | Complete |
| Reframing app note | Present |
| Links | 5 |
| FAQ sections | 0 |
| Em/en dashes | 0 |
| Italic tags | 0 |