Pith Number

pith:RXSSHBEG

pith:2025:RXSSHBEGQUGVIIKCUE665VVA2F

not attested not anchored not stored refs pending

Towards Decentralized and Sustainable Foundation Model Training with the Edge

Leyang Xue, Mahesh K. Marina, Meghana Madhyastha, Myungjin Lee, Randal Burns

arxiv:2507.01803 v1 · 2025-07-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RXSSHBEGQUGVIIKCUE665VVA2F}

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	2026-07-05T11:30:55.429787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8de5238486850d542142a13deed6a0d17495471951a0073cad263730b2e5a02f

Aliases

arxiv: 2507.01803 · arxiv_version: 2507.01803v1 · doi: 10.48550/arxiv.2507.01803 · pith_short_12: RXSSHBEGQUGV · pith_short_16: RXSSHBEGQUGVIIKC · pith_short_8: RXSSHBEG

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/RXSSHBEGQUGVIIKCUE665VVA2F \
  | 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: 8de5238486850d542142a13deed6a0d17495471951a0073cad263730b2e5a02f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4e4f060682091d2794270e2168927c2f40cb5ad1978fa22483390b0ef908afb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-02T15:21:40Z",
    "title_canon_sha256": "74433db270029ea4f8673f14b994404a408eb3958e3cf7796ae372f2b8061f5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01803",
    "kind": "arxiv",
    "version": 1
  }
}