§ RESEARCH · 16ENTRIES ·ATLAS VIEW

The research atlas.

Every entry below is a study session, a paper, a field note, or an essay produced inside the GAUGE proof programme. Sections are numbered sequentially and never reused; archived items keep their numbers so the record reads consecutively. Click an entry to open its full report, its result JSON, and the seed configuration that produced it.

16
TOTAL ENTRIES
12
PAPERS
3
FIELD NOTES
3
OPEN QUESTIONS
interpretability
architecture
methodology
the rift· null results
§016 · APR 25JEPA on S₄ — dense solves, block-diagonal does not
theoretical ↔ applied
conceptual
distance · ~1Δ
paper · 12
field note · 3
essay · 1
§ pinned · click any dot on the map to pin it here. currently viewing §016 JEPA on S₄ — dense solves, block-diagonal does not, apr 25, 2026.
§016 · APR 25, 2026 · PAPER

JEPA on S₄ — dense solves, block-diagonal does not.

Dense JEPA recovers S₄ multiplication at 100% across three seeds. The BD4 predictor sits at 4.4% — the frozen-random floor. Block-diagonal structure preserves useful representations but cannot compose them.

The full entry ships with reproducible code, seed-locked figures, and a working notebook you can clone directly.

authorsRefleqt Labs
regionarchitecture
tagscomposition / architecture / group-theory
read time14 minutes · 6 figures
FIG. 1 · METRIC SWEEP 1.000 / 0.044
1.000 / 0.044
DENSE VS BD4 ACCURACY
peak163264128

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