Pith Number

pith:SO7DM57G

pith:2025:SO7DM57G7N3XN3P6BZLS3VROP4

not attested not anchored not stored refs pending

Natural Evolutionary Search meets Probabilistic Numerics

Masaki Adachi, Michael A. Osborne, Pierre Osselin, Xiaowen Dong

arxiv:2507.07288 v1 · 2025-07-09 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SO7DM57G7N3XN3P6BZLS3VROP4}

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

1 paper in Pith

Open-Ended Task Discovery via Bayesian Optimization

Receipt and verification

First computed	2026-07-05T11:34:55.091930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93be3677e6fb7776edfe0e572dd62e7f0ce878a07cc6f0e01e6cc731b202047e

Aliases

arxiv: 2507.07288 · arxiv_version: 2507.07288v1 · doi: 10.48550/arxiv.2507.07288 · pith_short_12: SO7DM57G7N3X · pith_short_16: SO7DM57G7N3XN3P6 · pith_short_8: SO7DM57G

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/SO7DM57G7N3XN3P6BZLS3VROP4 \
  | 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: 93be3677e6fb7776edfe0e572dd62e7f0ce878a07cc6f0e01e6cc731b202047e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32d91b383b5c6a3f0a31a6f038c11b7d1ef133924790756ab28cfe11b9363c50",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T21:15:50Z",
    "title_canon_sha256": "332a378b74478363f875b8e048c113525262cbd582551cbe64d1f3aed4c71e76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07288",
    "kind": "arxiv",
    "version": 1
  }
}