Pith Number

pith:KRL2EGAU

pith:2023:KRL2EGAUUL7ZKODNRPWDOMKIHH

not attested not anchored not stored refs pending

Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models

Matthias Bethge, Max F. Burg, Samuel Albanie, Vishaal Udandarao

arxiv:2310.08577 v3 · 2023-10-12 · cs.CV · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KRL2EGAUUL7ZKODNRPWDOMKIHH}

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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

Response Wide Shut? Surprising Observations in Basic Vision Language Model Capabilities

Receipt and verification

First computed	2026-07-05T07:20:54.311090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5457a21814a2ff95386d8bec37314839cf2144cb23f207745e863ea1d8cb1257

Aliases

arxiv: 2310.08577 · arxiv_version: 2310.08577v3 · doi: 10.48550/arxiv.2310.08577 · pith_short_12: KRL2EGAUUL7Z · pith_short_16: KRL2EGAUUL7ZKODN · pith_short_8: KRL2EGAU

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/KRL2EGAUUL7ZKODNRPWDOMKIHH \
  | 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: 5457a21814a2ff95386d8bec37314839cf2144cb23f207745e863ea1d8cb1257

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c28b808ed38dd6d6089dc2664dd488b5b06753f7c63fb9b2e46ff115a7a01134",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-12T17:59:30Z",
    "title_canon_sha256": "56bf4d5b8ef5d45d74a1f8f77e191f9b2fc90e5a516a4945747d1012e890be45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08577",
    "kind": "arxiv",
    "version": 3
  }
}