Pith Number

pith:EIVUBE5M

pith:2023:EIVUBE5MM3MNJQBLSULTVKBKL5

not attested not anchored not stored refs pending

Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization

Jeff Clune, Jenny Zhang, Joel Lehman, Lee Spector, Li Ding

arxiv:2310.12103 v3 · 2023-10-18 · cs.AI · 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{EIVUBE5MM3MNJQBLSULTVKBKL5}

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

Quality-Diversity Search in Sound Generation: Investigating Innovation Engines for Audio Exploration

Receipt and verification

First computed	2026-07-05T08:26:59.582680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

222b4093ac66d8d4c02b95173aa82a5f7a5a0093ceaa5df1c0ef56e5ebcff001

Aliases

arxiv: 2310.12103 · arxiv_version: 2310.12103v3 · doi: 10.48550/arxiv.2310.12103 · pith_short_12: EIVUBE5MM3MN · pith_short_16: EIVUBE5MM3MNJQBL · pith_short_8: EIVUBE5M

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/EIVUBE5MM3MNJQBLSULTVKBKL5 \
  | 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: 222b4093ac66d8d4c02b95173aa82a5f7a5a0093ceaa5df1c0ef56e5ebcff001

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e08e2bb1c39ebd2318aec79e5b8dfcc02d47c5dfdfb9a97c59953fb7cc896ab",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-18T16:46:16Z",
    "title_canon_sha256": "d4fec1698fb0f95d2aec699e99c972fe003e354dfbcf9ecc1bb9af5505663038"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12103",
    "kind": "arxiv",
    "version": 3
  }
}