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Pith Number

pith:SERRGIL2

pith:2025:SERRGIL2N2CRHIVXRWTZ5CLZ2W
not attested not anchored not stored refs pending

The wall confronting large language models

Peter V. Coveney, Sauro Succi

arxiv:2507.19703 v2 · 2025-07-25 · cs.AI

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\usepackage{pith}
\pithnumber{SERRGIL2N2CRHIVXRWTZ5CLZ2W}

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Record completeness

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2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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

3 papers in Pith

A Definition and Roadmap for World Models
On the Smallness of the Large Language Models Scaling Exponents
LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems
Receipt and verification
First computed 2026-07-05T11:45:38.227931Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

912313217a6e8513a2b78da79e8979d5bbe22a7965f5a118cb94fbc132a90292

Aliases

arxiv: 2507.19703 · arxiv_version: 2507.19703v2 · doi: 10.48550/arxiv.2507.19703 · pith_short_12: SERRGIL2N2CR · pith_short_16: SERRGIL2N2CRHIVX · pith_short_8: SERRGIL2
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/SERRGIL2N2CRHIVXRWTZ5CLZ2W \
  | 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: 912313217a6e8513a2b78da79e8979d5bbe22a7965f5a118cb94fbc132a90292
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "22468b67d9c730def87f3584244293508e6b4cfcea903255f786a6d4b18ef59e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-25T22:48:37Z",
    "title_canon_sha256": "ba80c7a87c299571d5dc72a4329e947fb6267943a4ab609eefa32596f0d82f09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19703",
    "kind": "arxiv",
    "version": 2
  }
}