Pith Number

pith:LBUGTPTU

pith:2023:LBUGTPTUJEKGGO75JKCYV5E2WK

not attested not anchored not stored refs pending

Deep neural networks have an inbuilt Occam's razor

Ard A. Louis, Chris Mingard, Guillermo Valle-P\'erez, Henry Rees

arxiv:2304.06670 v2 · 2023-04-13 · cs.LG · cs.AI · 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{LBUGTPTUJEKGGO75JKCYV5E2WK}

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	2026-07-05T11:33:12.429482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

586869be744914633bfd4a858af49ab288d3576258319338943144b6dc97c963

Aliases

arxiv: 2304.06670 · arxiv_version: 2304.06670v2 · doi: 10.48550/arxiv.2304.06670 · pith_short_12: LBUGTPTUJEKG · pith_short_16: LBUGTPTUJEKGGO75 · pith_short_8: LBUGTPTU

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/LBUGTPTUJEKGGO75JKCYV5E2WK \
  | 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: 586869be744914633bfd4a858af49ab288d3576258319338943144b6dc97c963

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b2a5955441bd08b04c4b88af70c27ea28b6439ccd05fdb8a717cb973c0a5cd3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-13T16:58:21Z",
    "title_canon_sha256": "d58ff869ca75a4570d69fb0a5945d55cab2d651645313bbaaaa10e15843461b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.06670",
    "kind": "arxiv",
    "version": 2
  }
}