Pith Number

pith:QDMZQQAD

pith:2026:QDMZQQAD5TF6J7APY5ZEXBHXYW

not attested not anchored not stored refs pending

Meeting SLOs, Slashing Hours: Automated Enterprise LLM Optimization with OptiKIT

Antonios Gasteratos, Kareem Eissa, Matteo Nulli, Nicholas Santavas, Patrycja Cieplicka, Piotr Florek, Seyyed Hadi Hashemi, Shahram Khadivi, Stefan Vasilev

arxiv:2601.20408 v2 · 2026-01-28 · 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{QDMZQQAD5TF6J7APY5ZEXBHXYW}

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	2026-06-09T02:07:18.239451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80d9984003eccbe4fc0fc7724b84f7c581f3b4151d22824a77e879d09f6844da

Aliases

arxiv: 2601.20408 · arxiv_version: 2601.20408v2 · doi: 10.48550/arxiv.2601.20408 · pith_short_12: QDMZQQAD5TF6 · pith_short_16: QDMZQQAD5TF6J7AP · pith_short_8: QDMZQQAD

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/QDMZQQAD5TF6J7APY5ZEXBHXYW \
  | 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: 80d9984003eccbe4fc0fc7724b84f7c581f3b4151d22824a77e879d09f6844da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "107bf3a779da4a662443be0222eef66e26e6112bcadd4f67ab890f007ed8e7cd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-01-28T09:13:17Z",
    "title_canon_sha256": "76523d4490a1e1a65b907737e5758c908fcee8ff56108adea4863d1868868037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.20408",
    "kind": "arxiv",
    "version": 2
  }
}