Pith Number

pith:ZIIZQ5WT

pith:2024:ZIIZQ5WT6KQ4L5WKREYVS3VN4V

not attested not anchored not stored refs pending

Unified Neural Network Scaling Laws and Scale-time Equivalence

Akhilan Boopathy, Ila Fiete

arxiv:2409.05782 v1 · 2024-09-09 · cs.LG · 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{ZIIZQ5WT6KQ4L5WKREYVS3VN4V}

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.

Receipt and verification

First computed	2026-07-05T09:04:54.026802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca119876d3f2a1c5f6ca8931596eade5686761e99684566d9aeca1ad83962cfd

Aliases

arxiv: 2409.05782 · arxiv_version: 2409.05782v1 · doi: 10.48550/arxiv.2409.05782 · pith_short_12: ZIIZQ5WT6KQ4 · pith_short_16: ZIIZQ5WT6KQ4L5WK · pith_short_8: ZIIZQ5WT

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/ZIIZQ5WT6KQ4L5WKREYVS3VN4V \
  | 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: ca119876d3f2a1c5f6ca8931596eade5686761e99684566d9aeca1ad83962cfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "141ef68745229a345d618f3497b7c5d664576d776acedaabee9cd784c5f6d418",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-09T16:45:26Z",
    "title_canon_sha256": "719a03dba604e28d454aaf9b561f044d40209d6d3a78e013770c65fe03acd841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05782",
    "kind": "arxiv",
    "version": 1
  }
}