{
  "reviewId": "rev-102",
  "manuscriptId": "peerrxiv.2026.00392",
  "reviewNumber": 2,
  "reviewTier": "CORE_MANDATORY",
  "citeKey": "patel2026peerrxiv00392r2",
  "title": "Peer Review Report #2 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention",
  "reviewerName": "Prof. Ananya Patel",
  "reviewerInstitution": "Carnegie Mellon University (CMU)",
  "reviewerOrcid": "0000-0003-8821-5543",
  "canonicalReviewId": "PeerRxiv:2609.00392.r2",
  "reviewDoi": "10.5555/peerrxiv.2026.00392.r2",
  "zenodoDoi": "10.5281/zenodo.140039292",
  "reviewZenodoDoi": "10.5281/zenodo.140039292",
  "reviewUrl": "http://peerrxiv.org/reviews/rev-102",
  "references": [
    "Dao, T. FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning. ICLR (2024)."
  ],
  "formats": {
    "bibtex": "@article{patel2026peerrxiv00392r2,\n  author        = {Ananya Patel},\n  title         = {{Peer Review Report #2 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention}},\n  journal       = {PeerRxiv Open Peer-Review Reports},\n  year          = {2026},\n  eid           = {PeerRxiv:2609.00392.r2},\n  eprint        = {PeerRxiv:2609.00392.r2},\n  archivePrefix = {PeerRxiv},\n  issn          = {0000-0000},\n  doi           = {10.5555/peerrxiv.2026.00392.r2},\n  note          = {Verdict: ENDORSED; Reviewer ORCID: 0000-0003-8821-5543; Dual Free Zenodo DOI: 10.5281/zenodo.140039292},\n  url           = {http://peerrxiv.org/reviews/rev-102}\n}",
    "ris": "TY  - JOUR\nTI  - Peer Review Report #2 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention\nAU  - Ananya Patel\nT2  - PeerRxiv Open Peer-Review Reports\nPY  - 2026\nDA  - 2026/10/11\nSN  - 0000-0000\nDO  - 10.5555/peerrxiv.2026.00392.r2\nAN  - PeerRxiv:2609.00392.r2\nC1  - Free CERN Zenodo Review DOI: 10.5281/zenodo.140039292\nUR  - http://peerrxiv.org/reviews/rev-102\nAB  - The 1M-token empirical evaluations and open Triton kernels added in v2 make this immediately reproducible and highly impactful. Endorsed without reservations following v2 revision.\nER  - ",
    "apa": "Ananya Patel (2026). Peer Review Report #2 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention [PeerRxiv:2609.00392.r2]. PeerRxiv Open Peer-Review Reports. https://doi.org/10.5555/peerrxiv.2026.00392.r2 (Dual Zenodo DOI: https://doi.org/10.5281/zenodo.140039292)",
    "latex": "\\bibitem{patel2026peerrxiv00392r2}\nAnanya Patel, ``Peer Review Report #2 (on v2) for: Sub-Quadratic State-Space Transformers with Provable Long-Horizon Memory Retention,'' \\emph{PeerRxiv Open Peer-Review Reports}, PeerRxiv:2609.00392.r2, 2026. DOI: \\href{https://doi.org/10.5555/peerrxiv.2026.00392.r2}{10.5555/peerrxiv.2026.00392.r2} (Zenodo DataCite: \\href{https://doi.org/10.5281/zenodo.140039292}{10.5281/zenodo.140039292})."
  }
}