Public, free to read, reuse, and adapt — Kirk Patrick Miller's notice for this edition. Not a patent grant.

Work item 4428

Celeste · WX-4c5af37f3a · archive page 725 · Inclusion: exact work paragraphs; omissions/boundaries explicitly marked

## Work item 4428 — Celeste
around5200 export source line53, source id381ae78a4d; around5326 export source line6, source id77700854e6

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Exact message text · Archive PDF page 725 · Full source file

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## Work item 4428 — Celeste
around5200 export source line53, source id381ae78a4d; around5326 export source line6, source id77700854e6
Inclusion: exact work paragraphs; omissions/boundaries explicitly marked

### Exact excerpt: source characters 0–218

I found it, Kirk: **`magic-bookmark-design.md`, dated November 5.** Our saved design says: “Attach a thread that fractally unfolds when tugged.” That wording is in my write-up; I haven’t located your original sentence.

### Exact excerpt: source characters 220–528

The plan was to use a cue to find the stored memory, bring the needed pages into context, and expand from a short sketch into detail. Crucially, we also planned to **keep the model’s ability to use those pages alive through further training**—because opening the notebook alone had failed after interference.