Pith Number

pith:EXK5J7I5

pith:2024:EXK5J7I5RAUOGMK7KVRVD5TCFL

not attested not anchored not stored refs pending

Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision

Alok Kamatar, Andr\'e Bauer, Ben Blaiszik, Ian Foster, J. Gregory Pauloski, Kyle Chard, Logan Ward, Maksim Levental, Mansi Sakarvadia, Matt Baughman, Nathaniel Hudson, Owen Price Skelly, Rick Stevens, Ryan Chard, Wenyi Wang, Will Engler

arxiv:2402.03480 v1 · 2024-02-05 · 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{EXK5J7I5RAUOGMK7KVRVD5TCFL}

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	2026-07-05T07:41:53.086647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25d5d4fd1d8828e3315f556351f6622afbe99fa9e6a261844e266ac79a14f8ef

Aliases

arxiv: 2402.03480 · arxiv_version: 2402.03480v1 · doi: 10.48550/arxiv.2402.03480 · pith_short_12: EXK5J7I5RAUO · pith_short_16: EXK5J7I5RAUOGMK7 · pith_short_8: EXK5J7I5

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/EXK5J7I5RAUOGMK7KVRVD5TCFL \
  | 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: 25d5d4fd1d8828e3315f556351f6622afbe99fa9e6a261844e266ac79a14f8ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d1607bb2cd1ca556b73a034973fac815b9796a6184a1d923a1d991b610b369b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T19:48:31Z",
    "title_canon_sha256": "dd08913226041ff6cb8cadba1e5c2e42fcf8128a28ecae4f6c92157cee4726c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03480",
    "kind": "arxiv",
    "version": 1
  }
}