Pith Number

pith:J3RV7NSL

pith:2024:J3RV7NSLLM6TQUTRVXZEWYAZ2M

not attested not anchored not stored refs pending

How Green Can AI Be? A Study of Trends in Machine Learning Environmental Impacts

Anne-Laure Ligozat (ENSIIE, Aur\'elie N\'ev\'eol (STL, Cl\'ement Morand (STL), LISN, LISN), STL)

arxiv:2412.17376 v1 · 2024-12-23 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J3RV7NSLLM6TQUTRVXZEWYAZ2M}

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

2 papers in Pith

Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment

A comprehensive evaluation of spatial co-execution on GPUs using MPS and MIG technologies

Receipt and verification

First computed	2026-07-05T09:53:21.670947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ee35fb64b5b3d385271adf24b6019d313e96995662bc35bfc68728bbddc5862

Aliases

arxiv: 2412.17376 · arxiv_version: 2412.17376v1 · doi: 10.48550/arxiv.2412.17376 · pith_short_12: J3RV7NSLLM6T · pith_short_16: J3RV7NSLLM6TQUTR · pith_short_8: J3RV7NSL

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/J3RV7NSLLM6TQUTRVXZEWYAZ2M \
  | 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: 4ee35fb64b5b3d385271adf24b6019d313e96995662bc35bfc68728bbddc5862

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5c89e964081b0ca44d3b7edda20e561d29e60af192545463315cdaf6d7dacb2",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-23T08:24:44Z",
    "title_canon_sha256": "f65dd729d0c36a521c59e43859ff111d49c704c821f842ab95f6f7dc8df2b82e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17376",
    "kind": "arxiv",
    "version": 1
  }
}