# Pivot to Knowledge Packs; primary metric = in-pack conditional ratio

> Living preprint · as of 2026-10-25 · map node D-078 (decision) · interim record, not a final result.

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- [D-078] 2026-10-12 · Pivot to Knowledge Packs; primary metric = in-pack conditional ratio · why: the product is a small model + user-selected packs; the unconditional bar was not moving. · status: kept

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## Outgoing

- led to: [X-161] HEADPASS-X2b: HEADPASS-X2b: neighbour chunks + budgeted dense candidates appended after the keep step (the pack line's one lever) → https://r4topunk.github.io/boar-research/map/x-161.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-1004] Pivot research to Knowledge Packs (product line) (why: bar levers exhausted on ≤ 12 GB; packs help users even if not the bar) · date 2026-10-12 · caveat: outcome: 11 packs published; X2b found
- [F-1012] Pivot to Knowledge Packs; primary metric = in-pack conditional ratio — why: the product is a small model + user-selected packs; the unconditional bar was not moving — outcome: P1–P4, pack workflow, pack stack. · date 2026-10-12 20:06

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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.