Pith Number

pith:VUKQSLKU

pith:2022:VUKQSLKUHP6NWKCC2NNPYEXKJB

not attested not anchored not stored refs pending

Visual representations in the human brain are aligned with large language models

Adrien Doerig, Emily Allen, Ian Charest, Kendrick Kay, Thomas Naselaris, Tim C Kietzmann, Yihan Wu

arxiv:2209.11737 v2 · 2022-09-23 · cs.CV · cs.LG · q-bio.NC

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\usepackage{pith}
\pithnumber{VUKQSLKUHP6NWKCC2NNPYEXKJB}

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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

5 papers in Pith

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection

Task-conditioned probing of instruction-tuned multimodal LLMs: Region-specific brain alignment patterns under naturalistic stimuli

A foundation model of vision, audition, and language for in-silico neuroscience

NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity

Meta-learning In-Context Enables Training-Free Cross Subject Brain Decoding

Receipt and verification

First computed	2026-07-05T08:40:37.994666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad15092d543bfcdb2842d35afc12ea485384b58a9aa052b0a85167a82f4a38b2

Aliases

arxiv: 2209.11737 · arxiv_version: 2209.11737v2 · doi: 10.48550/arxiv.2209.11737 · pith_short_12: VUKQSLKUHP6N · pith_short_16: VUKQSLKUHP6NWKCC · pith_short_8: VUKQSLKU

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/VUKQSLKUHP6NWKCC2NNPYEXKJB \
  | 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: ad15092d543bfcdb2842d35afc12ea485384b58a9aa052b0a85167a82f4a38b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ad38d138a43174fb09ce6c6fcfc89feb415673adb0deb256932eacb9f4e4f38",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-23T17:34:33Z",
    "title_canon_sha256": "236619144569d284dac0ad633a5df1a2193d2a646e17ac6a016e0efa88f0ae2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.11737",
    "kind": "arxiv",
    "version": 2
  }
}