Addendum A2 to the pre-registration of a replication of CNet (arXiv 2610.08592): rerun of the tiny-shakespeare arm at the authors' current code

Frozen addendum (29 Oct 2026) to the private pre-registered replication of the character-level language-model claim of arXiv 2610.08592 (CNet, complex-valued causal FNet on tiny-shakespeare). A first run at the commit available on 11 Oct 2026 did not reach the paper's reported loss. The authors' repository has since changed (including a new default weight initialisation on 22 Oct 2026), so the run is repeated at commit 4d69f7af1c3d1b0cd7fddb3dbf2ca4b0ef554b64 with the flags fixed here, with the new default initialisation (primary) and the old initialisation as a descriptive pair, against the pre-registered gate (final smoothed validation loss within 0.05 of 1.75 and 2.03 reached by step 5,500). Includes the Kaggle kernel. No result from either arm exists at the time of deposit.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-29
DOI
https://doi.org/10.5281/zenodo.23764211
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Addendum A2 to the pre-registration of a replication of CNet (arXiv 2610.08592): rerun of the tiny-shakespeare arm at the authors' current code

John Goodman
2 links
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
article

Addendum A2 to the pre-registration of a replication of CNet (arXiv 2610.08592): rerun of the tiny-shakespeare arm at the authors' current code

John Goodman
article en

Abstract

Frozen addendum (29 Oct 2026) to the private pre-registered replication of the character-level language-model claim of arXiv 2610.08592 (CNet, complex-valued causal FNet on tiny-shakespeare). A first run at the commit available on 11 Oct 2026 did not reach the paper's reported loss. The authors' repository has since changed (including a new default weight initialisation on 22 Oct 2026), so the run is repeated at commit 4d69f7af1c3d1b0cd7fddb3dbf2ca4b0ef554b64 with the flags fixed here, with the new default initialisation (primary) and the old initialisation as a descriptive pair, against the pre-registered gate (final smoothed validation loss within 0.05 of 1.75 and 2.03 reached by step 5,500). Includes the Kaggle kernel. No result from either arm exists at the time of deposit.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 14%
Topic Modeling
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon