# knowledge pack

> Living preprint · as of 2026-10-25 · map node G-pack (concept) · interim record, not a final result.

**knowledge pack**

Plain: A downloadable offline library (one file) of articles on one topic that the app searches before answering.

Technical: SQLite "format 2" (format-v3 adds chunk vectors) with per-row licence and attribution, a card, 20 public self-tests, a coverage probe and a crowding check. Licences: PD, CC0, CC BY, CC BY-SA only. 11 packs published on 2026-10-13.

## Incoming

- ruled out: [X-001] ENWIKI100K-v1: Pack: enwiki top-100k for the 4B (one giant pack failed its gate) → https://r4topunk.github.io/boar-research/map/x-001.md

Read chapter 9, Knowledge packs: https://r4topunk.github.io/boar-research/research/packs.md

## Facts cited {#facts}

Resolve every [F-…] marker in https://r4topunk.github.io/boar-research/data/facts.json. Each line gives the claim, the number with its metric family, set and status, judge, n, seeds, CI, date and caveat.

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- [F-025] One matching knowledge pack helps the small model a little on questions written from that pack. Opus +0.042 (+0.024…+0.062); Haiku +0.032 (+0.016…+0.050) · set 180 pack self-tests (dev (agent-written from pack text), development data) · judge Claude Opus (L2) and Claude Haiku (L1) · n 180 · seeds 1 · CI paired 95 % bootstrap · date 2026-10-13 · caveat: Pack-matched dev questions, not a bounty-bar measurement.

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Cite as: r4to, independent researcher. RatLab — A Boar Research (2026), research record 1.0, as of 2026-10-25. Text and data CC BY 4.0. Fact ids or a link must travel with a quote. How to cite: https://r4topunk.github.io/boar-research/cite/ · https://r4topunk.github.io/boar-research/CITATION.cff.

AI-reviewed, not clinically reviewed. Nothing here is medical advice.