Pith Number

pith:LLM2QALS

pith:2025:LLM2QALSK2NFWJDZIEQDKS6TDJ

not attested not anchored not stored refs pending

VoyagerVision: Investigating the Role of Multi-modal Information for Open-ended Learning Systems

Alessandro Suglia, Ethan Smyth

arxiv:2507.00079 v1 · 2025-06-29 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLM2QALSK2NFWJDZIEQDKS6TDJ}

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	2026-07-05T11:29:36.408221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ad9a80172569a5b24794120354bd31a47ec78bd0da63c568924399a6afb9259

Aliases

arxiv: 2507.00079 · arxiv_version: 2507.00079v1 · doi: 10.48550/arxiv.2507.00079 · pith_short_12: LLM2QALSK2NF · pith_short_16: LLM2QALSK2NFWJDZ · pith_short_8: LLM2QALS

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/LLM2QALSK2NFWJDZIEQDKS6TDJ \
  | 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: 5ad9a80172569a5b24794120354bd31a47ec78bd0da63c568924399a6afb9259

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f397a6b1acab48f68f9faf1f4606d6c26d0a9be4aebf87f96171a5113111f9fc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-29T14:16:11Z",
    "title_canon_sha256": "f966809802edbddb6a951da7385b7502483e1a74042fc6bb3874fe974daded8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00079",
    "kind": "arxiv",
    "version": 1
  }
}