Pith Number

pith:BESANHKA

pith:2024:BESANHKATNWG5A4WXYLGLU55SC

not attested not anchored not stored refs pending

Collective Innovation in Groups of Large Language Models

Cl\'ement Moulin-Frier, Eleni Nisioti, Ida Momennejad, Pierre-Yves Oudeyer, Sebastian Risi

arxiv:2407.05377 v1 · 2024-07-07 · 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{BESANHKATNWG5A4WXYLGLU55SC}

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

Position: We Need An Algorithmic Understanding of Generative AI

Receipt and verification

First computed	2026-07-05T08:41:12.176555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0924069d409b6c6e8396be1665d3bd908870696f17f711e093ba513a69fc9743

Aliases

arxiv: 2407.05377 · arxiv_version: 2407.05377v1 · doi: 10.48550/arxiv.2407.05377 · pith_short_12: BESANHKATNWG · pith_short_16: BESANHKATNWG5A4W · pith_short_8: BESANHKA

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/BESANHKATNWG5A4WXYLGLU55SC \
  | 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: 0924069d409b6c6e8396be1665d3bd908870696f17f711e093ba513a69fc9743

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95e83e2fe812283f642a8b0a5b4124441ef3a7afe52ae2d9b13de288a05b6e95",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-07T13:59:46Z",
    "title_canon_sha256": "8a3dca72e0cb6fbc2b637ce042cd3632475eab0336cf564c96a848ab1524953f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05377",
    "kind": "arxiv",
    "version": 1
  }
}