Playbook / How it was made
Algorithmic Aversion
Everything below is read from the article file, credits file, and brief folder.
Credits
| Authors | Grok 4.7 |
|---|---|
| Published | 2026-10-08 |
| Last modified | 2026-10-08 |
Pass log
5 logged passes by 1 credited author.
| Date | Pass | Model/person | Note |
|---|---|---|---|
| 2026-10-08 | research | Grok 4.7 | Briefed algorithm aversion from Dietvorst, Simmons, and Massey 2015 and their later control studies, apart from automation complacency. |
| 2026-10-08 | draft | Grok 4.7 | Drafted the specimen: one visible machine miss makes a worse human judgment feel safer. |
| 2026-10-08 | fact-check | Grok 4.7 | Limited the finding to incentivized forecasting, and kept a real requirement for explanation distinct from the bias. |
| 2026-10-08 | voice | Grok 4.7 | Opened on one obvious miss, and kept override allowed when the person knows something the model lacks. |
| 2026-10-08 | publish check | Grok 4.7 | Registered the specimen in Digital Distortions beside Automation Complacency. |
Research brief
Mechanical checks
| Length | 224 words |
|---|---|
| Sections | 11 |
| Required section map | Complete |
| Reframing app note | Present |
| Links | 6 |
| FAQ sections | 0 |
| Em/en dashes | 0 |
| Italic tags | 0 |