Pith Number

pith:FQI5NYVT

pith:2024:FQI5NYVTTXVRWEM5LQE6REIDEU

not attested not anchored not stored refs pending

Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars

Aditya Kashi, Aristeidis Tsaris, Feiyi Wang, Junqi Yin, Mallikarjun Shankar, Sajal Dash, Wesley Brewer

arxiv:2406.17812 v1 · 2024-06-24 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FQI5NYVTTXVRWEM5LQE6REIDEU}

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

FFT-MoE: Efficient Federated Fine-Tuning for Foundation Models via Large-scale Sparse MoE under Heterogeneous Edge

Receipt and verification

First computed	2026-07-05T08:36:50.454929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c11d6e2b39deb1b119d5c09e8910325257e16564942cf26b59c3bd66e11a098

Aliases

arxiv: 2406.17812 · arxiv_version: 2406.17812v1 · doi: 10.48550/arxiv.2406.17812 · pith_short_12: FQI5NYVTTXVR · pith_short_16: FQI5NYVTTXVRWEM5 · pith_short_8: FQI5NYVT

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/FQI5NYVTTXVRWEM5LQE6REIDEU \
  | 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: 2c11d6e2b39deb1b119d5c09e8910325257e16564942cf26b59c3bd66e11a098

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a80248dc406ac49278d7a4498dbd9e0395bde84b3f10313e25c2d748bb213169",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T20:29:29Z",
    "title_canon_sha256": "2ee307d5aa1d1136f4decd07f148e70d10ef97a6eaa6a99d4de37c12914aa81a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17812",
    "kind": "arxiv",
    "version": 1
  }
}