Referee Report #3 · ENDORSED
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Peer Review Report #3 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention

Review DOI
10.5555/peerrxiv.2026.00392.r3
Zenodo DOI
10.5281/zenodo.140039293
Citation ID
PeerRxiv:2609.00392.r3
Reviewer
Dr. Henrik Lindqvist (KTH Royal Institute of Technology)
ORCID
0000-0001-4490-1287
Version Reviewed
v2 (Addressed in v2)

Executive Summary

Cloned the open-source repository and reproduced Figure 4 on a single node. Fully endorse publication as a Peer-Validated Article.

Constructive Scientific Evaluation & Revision Requests

None.

Scientific Literature Cited in This Review

  1. Higham, N. J. Accuracy and Stability of Numerical Algorithms, 2nd ed. SIAM (2002).

BibTeX Citation for This Referee Report

@article{lindqvist2026peerrxiv00392r3,
  author        = {Henrik Lindqvist},
  title         = {{Peer Review Report #3 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention}},
  journal       = {PeerRxiv Open Peer-Review Reports},
  year          = {2026},
  eid           = {PeerRxiv:2609.00392.r3},
  eprint        = {PeerRxiv:2609.00392.r3},
  archivePrefix = {PeerRxiv},
  issn          = {0000-0000},
  doi           = {10.5555/peerrxiv.2026.00392.r3},
  note          = {Verdict: ENDORSED; Reviewer ORCID: 0000-0001-4490-1287; Dual Free Zenodo DOI: 10.5281/zenodo.140039293},
  url           = {http://peerrxiv.org/reviews/rev-103}
}