Pith Number

pith:FW6RX3KW

pith:2021:FW6RX3KWYLHWIO3QFZ6HFK7JJ4

not attested not anchored not stored refs pending

Explaining Neural Scaling Laws

Ethan Dyer, Jaehoon Lee, Jared Kaplan, Utkarsh Sharma, Yasaman Bahri

arxiv:2102.06701 v2 · 2021-02-12 · cs.LG · cond-mat.dis-nn · 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{FW6RX3KWYLHWIO3QFZ6HFK7JJ4}

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

17 papers in Pith

Statistical Properties of Training & Generalization

How Optimality Structures Sparse Dictionaries: A Theory for Understanding SAE Representations

Revisiting the Volume Hypothesis

Comprehensive AI governance requires addressing non-model gains

A Transport-Based Geometry of Belief-Cost

Receipt and verification

First computed	2026-07-05T08:37:11.417137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dbd1bed56c2cf643b702e7c72abe94f204ccb10ec6d46de33c217349723d032

Aliases

arxiv: 2102.06701 · arxiv_version: 2102.06701v2 · doi: 10.48550/arxiv.2102.06701 · pith_short_12: FW6RX3KWYLHW · pith_short_16: FW6RX3KWYLHWIO3Q · pith_short_8: FW6RX3KW

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/FW6RX3KWYLHWIO3QFZ6HFK7JJ4 \
  | 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: 2dbd1bed56c2cf643b702e7c72abe94f204ccb10ec6d46de33c217349723d032

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26e02a56b65544bb5dd4635d4ae5accccbacf5bb57f90e18361cb0608b8a9c9a",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-12T18:57:46Z",
    "title_canon_sha256": "b1344dcd6025f41668dbbe41827c24452847de6e7a4d575bcd7642d478e11a47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06701",
    "kind": "arxiv",
    "version": 2
  }
}