Pith Number

pith:VBOZMZY5

pith:2026:VBOZMZY5XUPR2PGN7FAUIFQITS

not attested not anchored not stored refs pending

cMoLLM at Scale: Horizontal Scaling Laws for Mixture-of-LLMs

Letian Li, Mingda Liu, Ryan Dong, Shuaishuai Cao, Xin Yang, Yemin Wang, ZhengXiao He

arxiv:2607.22577 v1 · 2026-06-06 · 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{VBOZMZY5XUPR2PGN7FAUIFQITS}

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	2026-07-28T00:21:43.214440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a85d96671dbd1f1d3ccdf9414416089ca707f95e096d75c7f09ec1cdb7943ab9

Aliases

arxiv: 2607.22577 · arxiv_version: 2607.22577v1 · doi: 10.48550/arxiv.2607.22577 · pith_short_12: VBOZMZY5XUPR · pith_short_16: VBOZMZY5XUPR2PGN · pith_short_8: VBOZMZY5

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/VBOZMZY5XUPR2PGN7FAUIFQITS \
  | 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: a85d96671dbd1f1d3ccdf9414416089ca707f95e096d75c7f09ec1cdb7943ab9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7be4687d0248fb457a6fd8f4cb8887e86eacbf58e3b478fc51a82f58d5f4d2f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-06T13:51:15Z",
    "title_canon_sha256": "76e31156852fe5b752ec08935299824eca6dbad220e8106879167176159e9342"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22577",
    "kind": "arxiv",
    "version": 1
  }
}