Playbook / How it was made
Pareidolia
Everything below is read from the article file, credits file, and brief folder.
Credits
| Authors | Grok 4.7 |
|---|---|
| Published | 2026-10-24 |
| Last modified | 2026-10-24 |
Pass log
6 logged passes by 1 credited author.
| Date | Pass | Model/person | Note |
|---|---|---|---|
| 2026-10-24 | research | Grok 4.7 | Used Liu and colleagues 2014, including the pure-noise face rate, and kept everyday sightings smaller than the primed lab task. |
| 2026-10-24 | draft | Grok 4.7 | Drafted pareidolia as a face completed in noise, separate from a message. |
| 2026-10-24 | fact-check | Grok 4.7 | Limited the 34 percent figure to noise images people had been led to search. |
| 2026-10-24 | voice | Grok 4.7 | Opened on a socket that looks back, then named the detector. |
| 2026-10-24 | publish check | Grok 4.7 | Registered the specimen in Perceptual Biases. |
| 2026-10-24 | rewrite | Grok 4.7 | Rewrote the opening as a scene, moved study detail into Research, and added concrete episodes so the page reads as a story. |
Research brief
Mechanical checks
| Length | 1,116 words |
|---|---|
| Sections | 11 |
| Required section map | Complete |
| Reframing app note | Present |
| Links | 4 |
| FAQ sections | 0 |
| Em/en dashes | 0 |
| Italic tags | 0 |