Pith Number

pith:SF5W7II5

pith:2022:SF5W7II5T2I3ZGCJLAYC4AITQU

not attested not anchored not stored refs pending

Broken Neural Scaling Laws

David Krueger, Ethan Caballero, Irina Rish, Kshitij Gupta

arxiv:2210.14891 v17 · 2022-10-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SF5W7II5T2I3ZGCJLAYC4AITQU}

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

8 papers in Pith

Unified Neural Scaling Laws

Does Capability Transfer to Subjective Behavior -- and Would Our Instruments Tell Us? A Self-Evolving, Trust-by-Construction Evaluation Paradigm

Lying Is Just a Phase: The Hidden Alignment Transition in Language Model Scaling

The Growing Pains of Frontier Models: When Leaderboards Stop Separating and What to Measure Next

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Receipt and verification

First computed	2026-07-05T06:33:41.556804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

917b6fa11d9e91bc984958302e01138538bf477536724567f9317c6e96f00855

Aliases

arxiv: 2210.14891 · arxiv_version: 2210.14891v17 · doi: 10.48550/arxiv.2210.14891 · pith_short_12: SF5W7II5T2I3 · pith_short_16: SF5W7II5T2I3ZGCJ · pith_short_8: SF5W7II5

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/SF5W7II5T2I3ZGCJLAYC4AITQU \
  | 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: 917b6fa11d9e91bc984958302e01138538bf477536724567f9317c6e96f00855

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f643982fc3eccae559e9ca46e91c5eb7f9d8f22e8de58a4d7b449ae16b23069",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-26T17:45:01Z",
    "title_canon_sha256": "6402f203e6bee551f066e1fb6a903ad97b19c8838da4cfd1a1cb38b2bfe2e9b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.14891",
    "kind": "arxiv",
    "version": 17
  }
}