- Soften short-context claim: 1-kv-/8-kv-per-cube are tied at 8K and
separate as context grows (1-kv faster at the large end).
- Add a bridge noting the six-case placement taxonomy (§5.1) is the
long-context lens; short context turns on head-to-CUBE distribution.
- Remove caption-duplicating numbers from the long-context conclusion.
- Reduce the closing subsection to a GQA-scoped Summary; defer the
cross-cutting hardware-investment thesis to the Discussion.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
ywkang
cb6d21f145