Pith Number

pith:OKUXID3I

pith:2025:OKUXID3IZPOT5HL2TRVXZMW3ZK

not attested not anchored not stored refs pending

MesaNet: Sequence Modeling by Locally Optimal Test-Time Training

Alexander Meulemans, Blaise Ag\"uera y Arcas, Charlotte Frenkel, Guillaume Lajoie, Jo\~ao Sacramento, Johannes von Oswald, Kaitlin Maile, Luca Versari, Maximilian Schlegel, Nino Scherrer, Oliver Sieberling, Razvan Pascanu, Rif A. Saurous, Sarthak Mittal, Seijin Kobayashi, Songlin Yang, Yanick Schimpf

arxiv:2506.05233 v2 · 2025-06-05 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OKUXID3IZPOT5HL2TRVXZMW3ZK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

9 papers in Pith

Gated KalmaNet: A Fading Memory Layer Through Test-Time Ridge Regression

Higher-order Linear Attention

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Receipt and verification

First computed	2026-06-04T01:09:37.639906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72a9740f68cbdd3e9d7a9c6b7cb2dbca80f883d205f4eca7a7ca65488e2bee22

Aliases

arxiv: 2506.05233 · arxiv_version: 2506.05233v2 · doi: 10.48550/arxiv.2506.05233 · pith_short_12: OKUXID3IZPOT · pith_short_16: OKUXID3IZPOT5HL2 · pith_short_8: OKUXID3I

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OKUXID3IZPOT5HL2TRVXZMW3ZK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 72a9740f68cbdd3e9d7a9c6b7cb2dbca80f883d205f4eca7a7ca65488e2bee22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af208f80fe53afbf084fe8cb7378bf097e76e23a6d535a2ea47f0a314eae07c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-05T16:50:23Z",
    "title_canon_sha256": "a1f453fd9288457390b873f8bc0928b651c9375fa729920a102e14421c7879f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05233",
    "kind": "arxiv",
    "version": 2
  }
}