Pith Number

pith:XMJKWP3Q

pith:2025:XMJKWP3QIARRQW7NNZ47Q2U2KW

not attested not anchored not stored refs pending

ACME: Adaptive Customization of Large Models via Distributed Systems

Chao Qiu, Fei Gao, Xiaofei Wang, Yunfeng Zhao, Ziming Dai

arxiv:2507.14802 v1 · 2025-07-20 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XMJKWP3QIARRQW7NNZ47Q2U2KW}

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.

Receipt and verification

First computed	2026-07-05T11:40:13.820600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb12ab3f704023185bed6e79f86a9a55acf9d6037b1438818dbfe0b3dfbc3f97

Aliases

arxiv: 2507.14802 · arxiv_version: 2507.14802v1 · doi: 10.48550/arxiv.2507.14802 · pith_short_12: XMJKWP3QIARR · pith_short_16: XMJKWP3QIARRQW7N · pith_short_8: XMJKWP3Q

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/XMJKWP3QIARRQW7NNZ47Q2U2KW \
  | 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: bb12ab3f704023185bed6e79f86a9a55acf9d6037b1438818dbfe0b3dfbc3f97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2972e58b81a1248f74f208865a285cde5b41fc3d9f583bbc1d0381cc5105bf9e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-07-20T03:30:24Z",
    "title_canon_sha256": "ed80dcc0ec1d11db5e8cf9f3f1452d966dde6951e0ceb71851f5e8bf07cea051"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14802",
    "kind": "arxiv",
    "version": 1
  }
}