Apopheny Matrix

Apopheny Matrix (Pareidolia Text) - Auto-Sizing Corpus Builder

stage: 0 - mode: words

Speed 360 ms

Density 16 replacements/tick

Rows

Cols

Promote patterns first

Lock size (freeze after generate)

Lexicon Builder - paste corpus text or load a .txt file (auto builds words + 2-5-grams)

Load .txt

PDFs cannot be parsed here; open your PDF, copy all text, and paste it below.

Paste corpus Min freq Max tokens

lexicon: (starter seed loaded)

The builder normalizes to ASCII, lowercases, removes punctuation, and constructs 2-5-grams. It then selects top-frequency items across lengths.

How the Pareidolia Engine Works

1. Noise field: ASCII punctuation clouds fill the canvas.
2. Kernel scan: detect runs and mirrored motifs.
3. Promotion: replace kernels with lexicon tokens.
4. Random spill: fill remaining quota randomly.
5. Stage ramp: stage increases to unlock phrases/lines.
6. Corpus builder: paste or load text to rebuild the lexicon.

Tip: keep Lock size on for stable Blogger layout. Use Download to capture the current apparition.