Pith Number

pith:USXFPSZO

pith:2021:USXFPSZO54GKGQFYWSOFBYGJBZ

not attested not anchored not stored refs pending

Sustainable AI: Environmental Implications, Challenges and Opportunities

Anastasia Melnikov, Anurag Gupta, Benjamin Lee, Bilge Acun, Bugra Akyildiz, Carole-Jean Wu, Charles Bai, David Brooks, Fiona Aga Behram, Geeta Chauhan, Gloria Chang, Hsien-Hsin S. Lee, James Huang, Joe Spisak, Kim Hazelwood, Kiwan Maeng, Maximilian Balandat, Michael Gschwind, Mike Rabbat, Myle Ott, Newsha Ardalani, Ramya Raghavendra, Ravi Jain, Salvatore Candido, Udit Gupta

arxiv:2111.00364 v2 · 2021-10-30 · cs.LG · cs.AI · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USXFPSZO54GKGQFYWSOFBYGJBZ}

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

6 papers in Pith

Carbon-Aware Mapping and Scheduling for Deadline-Constrained Workflows

WattLayer: Get Layers Right to Estimate Inference Energy of Neural Networks

Conditional Electrocardiogram Generation Using Hierarchical Variational Autoencoders

MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Position: LLM Inference Should Be Evaluated as Energy-to-Token Production

Receipt and verification

First computed	2026-07-05T03:47:02.107010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4ae57cb2eef0ca340b8b49c50e0c90e63d502f60702e924f018018b33630e82

Aliases

arxiv: 2111.00364 · arxiv_version: 2111.00364v2 · doi: 10.48550/arxiv.2111.00364 · pith_short_12: USXFPSZO54GK · pith_short_16: USXFPSZO54GKGQFY · pith_short_8: USXFPSZO

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/USXFPSZO54GKGQFYWSOFBYGJBZ \
  | 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: a4ae57cb2eef0ca340b8b49c50e0c90e63d502f60702e924f018018b33630e82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f152fba79fe92b9a513c77e88c5270104ab11f672b3617617a874715d5b08a4a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-30T23:36:10Z",
    "title_canon_sha256": "bbf1486c149eee1b0bf450088cb3b3165c43823ebea54bdd37710f1603aba6ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.00364",
    "kind": "arxiv",
    "version": 2
  }
}