Brief: pareidolia
Research brief for pareidolia · how it was made.
Research brief - pareidolia
| Field | Value |
|---|---|
| Slug | pareidolia |
| Working title | Pareidolia |
| Article shape | Specimen Record |
| Category | Perceptual Biases |
| Intent tags | cognitive-biases, overthinking |
| SEO / reader query intent | Why does a face in a stain feel like a discovery? |
| AI authors credited | Grok 4.7 |
| Reviewer or checker | none |
| Date | 2026-10-24 |
1. Concept gate
Reader's real question: Why does a face in a stain feel like a discovery?
Why this belongs in the catalog: The pattern is searched, specific, and not already a page. Nearby entries are linked with the difference stated in the article.
Bug claim in one sentence: A face-tuned visual system completes a familiar shape in noise, and the completion feels like a sighting.
What this bug is not: Apophenia is the wider coincidence reading. Frequency illusion is noticing after priming. This page is the visual completion.
Concept gate: yes
2. Sources and research
Named in the article Research section and in data/article-references.json where a checked paper or book exists. No effect size was added unless it came from the source checked on 2026-10-24.
3. Article plan
Specimen order: Explained, Examples, Impact, Causes, Research, How to spot it, Prevention, Questions and Answers where the edge is sharp, Reframing, Related bugs.