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Publication package: manuscript, editable architecture, latent-loss ablation - #2

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0ans merged 10 commits into
mainfrom
research/publication-package-2026-10
Oct 9, 2026
Merged

0ans merged 10 commits into
mainfrom
research/publication-package-2026-10

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@0ans

@0ans 0ans commented Oct 9, 2026

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What changed

  • Added an editable, accessible SVG architecture diagram and updated README to use it.
  • Added a structured scientific manuscript draft and strict submission readiness checklist.
  • Added a same-architecture latent-loss ablation (w_lat=0 versus 1) via train_jepa, standalone runner and regression tests.
  • Flagged historical pre-correction baseline results as not publication-ready.

Scientific integrity

No new empirical results are claimed. The prior GRU horizon fix is merged into main, but its full benchmark has not been rerun. The single-split ablation runner is exploratory only; multi-seed subject-level CV, confidence intervals and external validation remain required before a strong journal submission.

Review

Please gate merge on GitHub Actions test results. Existing experimental figures/results are preserved for provenance, not silently replaced.

@0ans
0ans merged commit 37d3f56 into main Oct 9, 2026
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