Pith Number

pith:BKMEDZYE

pith:2023:BKMEDZYEXZRAVTDDMJ3SCMBSGE

not attested not anchored not stored refs pending

The Local Learning Coefficient: A Singularity-Aware Complexity Measure

Daniel Murfet, Edmund Lau, George Wang, Susan Wei, Zach Furman

arxiv:2308.12108 v2 · 2023-08-23 · stat.ML · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BKMEDZYEXZRAVTDDMJ3SCMBSGE}

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

3 papers in Pith

Singular Learning and Occam's Razor in Deep Monomial Networks

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior

Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning

Receipt and verification

First computed	2026-07-05T09:13:47.517136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a9841e704be620acc636277213032313bd0b3039ec69e718a7d95c257e71223

Aliases

arxiv: 2308.12108 · arxiv_version: 2308.12108v2 · doi: 10.48550/arxiv.2308.12108 · pith_short_12: BKMEDZYEXZRA · pith_short_16: BKMEDZYEXZRAVTDD · pith_short_8: BKMEDZYE

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/BKMEDZYEXZRAVTDDMJ3SCMBSGE \
  | 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: 0a9841e704be620acc636277213032313bd0b3039ec69e718a7d95c257e71223

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "192ba7b3e51a487529cbc8f0ab96f792566500abaa57a1ae9d98b071dea5aef0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-08-23T12:55:41Z",
    "title_canon_sha256": "927310cac8871c8a3a31a04f816230875fa14425b212beed3d67646640311d3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12108",
    "kind": "arxiv",
    "version": 2
  }
}