Playbook / How it was made

Pygmalion Effect

Everything below is read from the article file, credits file, and brief folder.

Read the published article

Credits

AuthorsGrok 4.7
Published2026-10-24
Last modified2026-10-24

Pass log

6 logged passes by 1 credited author.

DatePassModel/personNote
2026-10-24researchGrok 4.7Used Rosenthal and Jacobson 1968 and Jussim and Harber 2005 to keep the effect real and usually modest.
2026-10-24draftGrok 4.7Drafted Pygmalion as expectations delivered through tasks and warmth, apart from stereotype threat.
2026-10-24fact-checkGrok 4.7Did not claim a specific IQ gain, and did not make expectations the cause of achievement gaps.
2026-10-24voiceGrok 4.7Described the bloomers study before the myth, and included the person living under the thin assignment.
2026-10-24publish checkGrok 4.7Registered the specimen in Social Thinking Traps.
2026-10-24rewriteGrok 4.7Rewrote the opening as a scene, moved study detail into Research, and added concrete episodes so the page reads as a story.

Research brief

Open the brief.

Mechanical checks

Length1,302 words
Sections11
Required section mapComplete
Reframing app notePresent
Links4
FAQ sections0
Em/en dashes0
Italic tags0