pith. sign in
Pith Number

pith:2ATMMM4Q

pith:2026:2ATMMM4QKNGTEOYYH4BVMCJ7I5
not attested not anchored not stored refs pending

Large Language Models Do Not Always Need Readable Language

Chen Zhang, Haoxuan Peng, Jiayi Zhu, Junxi Wang, Liang Ke, Linfeng Zhang

arxiv:2606.19857 v1 · 2026-06-18 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2ATMMM4QKNGTEOYYH4BVMCJ7I5}

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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.
Receipt and verification
First computed 2026-06-19T16:12:37.139926Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d026c63390534d323b183f0356093f4745634e460408f6caf715708a6dc32c87

Aliases

arxiv: 2606.19857 · arxiv_version: 2606.19857v1 · doi: 10.48550/arxiv.2606.19857 · pith_short_12: 2ATMMM4QKNGT · pith_short_16: 2ATMMM4QKNGTEOYY · pith_short_8: 2ATMMM4Q
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2ATMMM4QKNGTEOYYH4BVMCJ7I5 \
  | 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: d026c63390534d323b183f0356093f4745634e460408f6caf715708a6dc32c87
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1e45d088cfebb308d1cd5284498f476893cdcfd6799c15e516ff396e706b8ab2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-18T07:05:19Z",
    "title_canon_sha256": "b68df756c337e729616df9ec7956a5aa8d96df6b6d0688df6672855b75857ce8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19857",
    "kind": "arxiv",
    "version": 1
  }
}