Pith Number

pith:RQ4MAGUM

pith:2025:RQ4MAGUMDEGBIF45PVGJYSWSD5

not attested not anchored not stored refs pending

Distributed and Decentralised Training: Technical Governance Challenges in a Shifting AI Landscape

Jakub Kry\'s, Janet Egan, Yashvardhan Sharma

arxiv:2507.07765 v1 · 2025-07-10 · cs.CY · 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{RQ4MAGUMDEGBIF45PVGJYSWSD5}

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.

Cited by

1 paper in Pith

Hardware-Level Governance of AI Compute: A Feasibility Taxonomy for Regulatory Compliance and Treaty Verification

Receipt and verification

First computed	2026-07-05T11:35:04.695907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c38c01a8c190c14179d7d4c9c4ad21f4aacac0d09554048a6ce13323dc51cdc

Aliases

arxiv: 2507.07765 · arxiv_version: 2507.07765v1 · doi: 10.48550/arxiv.2507.07765 · pith_short_12: RQ4MAGUMDEGB · pith_short_16: RQ4MAGUMDEGBIF45 · pith_short_8: RQ4MAGUM

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/RQ4MAGUMDEGBIF45PVGJYSWSD5 \
  | 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: 8c38c01a8c190c14179d7d4c9c4ad21f4aacac0d09554048a6ce13323dc51cdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "560a77c1a9cac12150be42db883e1408f4f58d4344ee7c84ae20f699b4f2b0fe",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-07-10T13:43:15Z",
    "title_canon_sha256": "2fb1246b8733e0847b11ca9ba0f0a4776ba0484ec3341d3288e577ba36910f88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07765",
    "kind": "arxiv",
    "version": 1
  }
}