Pith Number

pith:WKDQV4HO

pith:2024:WKDQV4HOHV7FWRUODPERJ7WCHK

not attested not anchored not stored refs pending

Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks

Dennis G Wilson, Paul Templier, Tarek Kunze

arxiv:2403.14019 v1 · 2024-03-20 · cs.NE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WKDQV4HOHV7FWRUODPERJ7WCHK}

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	2026-07-05T09:48:12.882467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2870af0ee3d7e5b468e1bc914fec23a902b551da7573ab90c1c3f8865409098

Aliases

arxiv: 2403.14019 · arxiv_version: 2403.14019v1 · doi: 10.48550/arxiv.2403.14019 · pith_short_12: WKDQV4HOHV7F · pith_short_16: WKDQV4HOHV7FWRUO · pith_short_8: WKDQV4HO

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/WKDQV4HOHV7FWRUODPERJ7WCHK \
  | 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: b2870af0ee3d7e5b468e1bc914fec23a902b551da7573ab90c1c3f8865409098

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86d95fdd8c54984f1c69c1945ca85dc1a9d4b8c350a3991ce0a38cb2ee67a84a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-03-20T22:40:53Z",
    "title_canon_sha256": "c980270381deb0a1f81bdd66861a9cc5f26590aabe653da0e28464820a3886a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14019",
    "kind": "arxiv",
    "version": 1
  }
}