Pith Number

pith:CG27KS5F

pith:2025:CG27KS5FVOGP2O4Y4NHHYIT7BB

not attested not anchored not stored refs pending

Energy Use of AI Inference: Efficiency Pathways and Test-Time Compute

Allen Kim, Amy Luers, Esha Choukse, Felipe Oviedo, Fiodar Kazhamiaka, Juan M. Lavista Ferres, Melanie Nakagawa, Ricardo Bianchini

arxiv:2509.20241 v1 · 2025-09-24 · cs.LG · 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{CG27KS5FVOGP2O4Y4NHHYIT7BB}

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

Intelligence per Watt: Measuring Intelligence Efficiency of Local AI

Receipt and verification

First computed	2026-05-20T00:00:24.517835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11b5f54ba5ab8cfd3b98e34e7c227f08749348dbe7999e709629ab102fcbe588

Aliases

arxiv: 2509.20241 · arxiv_version: 2509.20241v1 · doi: 10.48550/arxiv.2509.20241 · pith_short_12: CG27KS5FVOGP · pith_short_16: CG27KS5FVOGP2O4Y · pith_short_8: CG27KS5F

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/CG27KS5FVOGP2O4Y4NHHYIT7BB \
  | 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: 11b5f54ba5ab8cfd3b98e34e7c227f08749348dbe7999e709629ab102fcbe588

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a1aa124638f0cd0a51b0753329ad39051fd313d25348c6a0e8e3525e8f3285d",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-24T15:32:01Z",
    "title_canon_sha256": "758f3df14694844a653378aa99dd9657db4ae1cc0ecaa525f3e2ad6b045e44a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.20241",
    "kind": "arxiv",
    "version": 1
  }
}