Pith Number

pith:LIJUTKM4

pith:2025:LIJUTKM4VPQHHME2VXLQZIWKJE

not attested not anchored not stored refs pending

Survey on Vision-Language-Action Models

Adilzhan Adilkhanov, Amir Yelenov, Assylkhan Seitzhanov, Ayan Mazhitov, Azamat Abdikarimov, Danissa Sandykbayeva, Daryn Kenzhebek, Dinmukhammed Mukashev, Ilyas Umurbekov, Jabrail Chumakov, Kamila Spanova, Karina Burunchina, Madina Yergibay, Margulan Issa, Moldir Zabirova, Nurdaulet Zhuzbay, Nurlan Kabdyshev, Nurlan Zhaniyar, Rasul Yermagambet, Rustam Chibar, Saltanat Seitzhan, Soibkhon Khajikhanov, Tasbolat Taunyazov, Temirlan Galimzhanov, Temirlan Kaiyrbay, Tleukhan Mussin, Togzhan Syrymova, Valeriya Kostyukova, Yerkebulan Massalim, Yermakhan Kassym, Zerde Nurbayeva, Zhanat Kappassov

arxiv:2502.06851 v3 · 2025-02-07 · cs.CL · cs.AI · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIJUTKM4VPQHHME2VXLQZIWKJE}

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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

1 paper in Pith

Leveraging OS-Level Primitives for Robotic Action Management

Receipt and verification

First computed	2026-07-05T11:14:03.615621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a1349a99cabe073b09aadd70ca2ca49310728498aab8eb65c8221512803d7c0

Aliases

arxiv: 2502.06851 · arxiv_version: 2502.06851v3 · doi: 10.48550/arxiv.2502.06851 · pith_short_12: LIJUTKM4VPQH · pith_short_16: LIJUTKM4VPQHHME2 · pith_short_8: LIJUTKM4

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/LIJUTKM4VPQHHME2VXLQZIWKJE \
  | 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: 5a1349a99cabe073b09aadd70ca2ca49310728498aab8eb65c8221512803d7c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f542ad66a7e9a23e5cfa73ae68722038d7ab55f34920227baf683c8230a675a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-07T11:56:46Z",
    "title_canon_sha256": "afaeb0bf21c3c563c7463a08bde138a8f87cf09390350ee8e50b49d1bade7aed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06851",
    "kind": "arxiv",
    "version": 3
  }
}