Pith Number

pith:7KCWT2Q6

pith:2022:7KCWT2Q6EG7DEDCLAE3XGS626Y

not attested not anchored not stored refs pending

Beyond neural scaling laws: beating power law scaling via data pruning

Ari S. Morcos, Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli

arxiv:2206.14486 v6 · 2022-06-29 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7KCWT2Q6EG7DEDCLAE3XGS626Y}

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

5 papers in Pith

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Scaling Data-Constrained Language Models

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Nougat: Neural Optical Understanding for Academic Documents

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Receipt and verification

First computed	2026-07-05T06:03:24.421820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa8569ea1e21be320c4b0137734bdaf62650d1a9a991a8905b9c7458974d513b

Aliases

arxiv: 2206.14486 · arxiv_version: 2206.14486v6 · doi: 10.48550/arxiv.2206.14486 · pith_short_12: 7KCWT2Q6EG7D · pith_short_16: 7KCWT2Q6EG7DEDCL · pith_short_8: 7KCWT2Q6

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/7KCWT2Q6EG7DEDCLAE3XGS626Y \
  | 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: fa8569ea1e21be320c4b0137734bdaf62650d1a9a991a8905b9c7458974d513b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3506004b4b36b23fba617676537bc2ca7639ac1a3b3073f069e66fc67a9e4d16",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-29T09:20:47Z",
    "title_canon_sha256": "a377848aa3f2e356f6c472bb57ff31a9b6be6738e3c1aa497d09f52dec030270"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14486",
    "kind": "arxiv",
    "version": 6
  }
}