Pith Number

pith:236TXDOX

pith:2026:236TXDOX3Z7CNNQAXTFLLSEQPA

not attested not anchored not stored refs pending

Not Every Sync Is Safe: Calibrated DiLoCo Scheduling for Shared AI Infrastructure

An-Chi He, David Lemphers, Maxwell Twelftree, Yue Yang

arxiv:2607.02544 v1 · 2026-06-24 · 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{236TXDOX3Z7CNNQAXTFLLSEQPA}

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	2026-07-07T00:15:59.848293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6fd3b8dd7de7e26b600bccab5c8907827a4731670ebb60eff1f7585bce4b1db

Aliases

arxiv: 2607.02544 · arxiv_version: 2607.02544v1 · doi: 10.48550/arxiv.2607.02544 · pith_short_12: 236TXDOX3Z7C · pith_short_16: 236TXDOX3Z7CNNQA · pith_short_8: 236TXDOX

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/236TXDOX3Z7CNNQAXTFLLSEQPA \
  | 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: d6fd3b8dd7de7e26b600bccab5c8907827a4731670ebb60eff1f7585bce4b1db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be7933592f2e8a78e11deb816523ebd5e182b15d15e894b9cad31a94436a988e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-24T05:57:19Z",
    "title_canon_sha256": "98064691e8538a205ff4bccb9ca37bec742c3a5b5fe61cd50a438760032cfb02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02544",
    "kind": "arxiv",
    "version": 1
  }
}