Pith Number

pith:YONTOAG2

pith:2023:YONTOAG2ZLAAKMBZRBPN4QBQSL

not attested not anchored not stored refs pending

The Underlying Scaling Laws and Universal Statistical Structure of Complex Datasets

Noam Levi, Yaron Oz

arxiv:2306.14975 v3 · 2023-06-26 · cs.LG · cond-mat.dis-nn · hep-th · math.PR · 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{YONTOAG2ZLAAKMBZRBPN4QBQSL}

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

4 papers in Pith

Spectral phase transitions and trainability in neural network learning dynamics

Scaling and renormalization in high-dimensional regression

DNNs, Dataset Statistics, and Correlation Functions

Generative models on phase space

Receipt and verification

First computed	2026-07-05T08:04:32.720959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c39b3700dacac0053039885ede403092de92178a55cd29f29fe5474d8c8a560e

Aliases

arxiv: 2306.14975 · arxiv_version: 2306.14975v3 · doi: 10.48550/arxiv.2306.14975 · pith_short_12: YONTOAG2ZLAA · pith_short_16: YONTOAG2ZLAAKMBZ · pith_short_8: YONTOAG2

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/YONTOAG2ZLAAKMBZRBPN4QBQSL \
  | 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: c39b3700dacac0053039885ede403092de92178a55cd29f29fe5474d8c8a560e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "639bffa7ffa8e657d726eda5af807f8e4a1ecbe7e25097570d0f56259346789b",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "hep-th",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-26T18:01:47Z",
    "title_canon_sha256": "616ee4291c5d0151a14413cd65a2b9f6de6a19f33e8892a4c631aae79ff8c037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14975",
    "kind": "arxiv",
    "version": 3
  }
}