Pith Number

pith:UILHQF2K

pith:2023:UILHQF2KBH6RS3OADSESZWDMG4

not attested not anchored not stored refs pending

Quality-Diversity through AI Feedback

Andrew Dai, Gr\'egory Schott, Hannah Teufel, Herbie Bradley, Jeff Clune, Jenny Zhang, Joel Lehman, Kenneth Stanley, Koen Oostermeijer, Marco Bellagente

arxiv:2310.13032 v4 · 2023-10-19 · cs.CL · cs.AI · 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{UILHQF2KBH6RS3OADSESZWDMG4}

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

2 papers in Pith

DEI: Diversity in Evolutionary Inference for Quality-Diversity Search

Unlocking LLM Creativity in Science through Analogical Reasoning

Receipt and verification

First computed	2026-07-05T07:21:45.434667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a21678174a09fd196dc01c892cd86c372ef8a3e83044a7419275a7b442b13f02

Aliases

arxiv: 2310.13032 · arxiv_version: 2310.13032v4 · doi: 10.48550/arxiv.2310.13032 · pith_short_12: UILHQF2KBH6R · pith_short_16: UILHQF2KBH6RS3OA · pith_short_8: UILHQF2K

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/UILHQF2KBH6RS3OADSESZWDMG4 \
  | 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: a21678174a09fd196dc01c892cd86c372ef8a3e83044a7419275a7b442b13f02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c910d8839ea60bf3ad307feeba3b89ec6247b2e80f3e5e55329e41abe34964f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-19T12:13:58Z",
    "title_canon_sha256": "bfd13ebd1272a5d912623ad8f63ad43cda60e01db683cb7805622cc9a95d7701"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13032",
    "kind": "arxiv",
    "version": 4
  }
}