Pith Number

pith:UIGNSIZ4

pith:2026:UIGNSIZ4MF63X6E3IC3DRI2JZQ

not attested not anchored not stored refs pending

The Geometry of Representational Failures in Vision Language Models

Alan Perotti, Andr\'e Panisson, Daniele Savietto, Declan Campbell, Giovanni Petri, Jonathan D. Cohen, Marco Nurisso

arxiv:2602.07025 v2 · 2026-02-02 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIGNSIZ4MF63X6E3IC3DRI2JZQ}

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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

Probing for Representation Manifolds in Superposition

Receipt and verification

First computed	2026-06-08T01:03:58.100645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a20cd9233c617dbbf89b40b638a349cc2d9b92a78e704c38b8bba8f3efedd5e9

Aliases

arxiv: 2602.07025 · arxiv_version: 2602.07025v2 · doi: 10.48550/arxiv.2602.07025 · pith_short_12: UIGNSIZ4MF63 · pith_short_16: UIGNSIZ4MF63X6E3 · pith_short_8: UIGNSIZ4

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/UIGNSIZ4MF63X6E3IC3DRI2JZQ \
  | 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: a20cd9233c617dbbf89b40b638a349cc2d9b92a78e704c38b8bba8f3efedd5e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c8110d8b998df07215324ff61fa7f59e64bb52ecc9ab94b2c7c2d74b065ad0c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-02-02T12:20:04Z",
    "title_canon_sha256": "bdfc83356cbf79a9e3c5390a18ae8cf6249ee5dc471303019c4aa75231194271"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.07025",
    "kind": "arxiv",
    "version": 2
  }
}