Companion materials for Centers, Not Scores: KV Compression from the Pre-RoPE Geometry of Attention (arXiv:2604.04921). Pick an entry point below.
Companion — Unicode-math view HTML→
The full write-up rendered in the browser (Markdown + Mermaid + inline SVG). Math is shown with Unicode symbols. Renders fine even when opened directly from disk.
Companion — LaTeX-math view HTML→
Same write-up, with the equations typeset by KaTeX from a LaTeX source. Best for the derivations in §8.1 / §8.9 / §8.10.
Interactive demos HTML→
Eight self-contained visual explainers (concentration & R, the RoPE spectrum, the distance curve, scoring/eviction, attention-vs-importance, phase φ, eviction mechanics, and the KV-vs-weights crossover).
Companion source — Unicode math .md→
triattention_paper_presentation.md — the Markdown the Unicode view renders.
Companion source — LaTeX math .md→
triattention_paper_presentation_latex.md — the LaTeX-math branch the LaTeX view renders.
location at it. When served over http(s) each viewer auto-loads its sibling
.md live (so edits show on refresh); opened straight from disk, each viewer falls
back to an embedded snapshot. The two .md links above open as raw text in most
setups — add default_type text/plain; or a .md type mapping if you want
them to display inline rather than download.