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6 changes: 6 additions & 0 deletions .claude/knowledge/pr-x12-codec-x265-design.md
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> **Depends on**: PR-X10 (linalg-core), PR-X3 BlockedGrid (shipped).
> **Used by**: PR-X9 (basin-codebook lazy storage) — the codec encodes
> cognitive cells into skip/merge/delta/escape modes.
>
> **See also**: `pr-x12-cross-domain-synergies.md` — the architectural
> claim that the primitives in this design doc *also* serve 3DGS
> coefficient compression, transformer attention sparsification, and
> distributed-SGD gradient streaming. Holy grail outcomes, integration
> plans, and honest debt catalogue live there.

## Why

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