Pith Number

pith:WF6B2VVQ

pith:2023:WF6B2VVQESBC4XLGDZI5WDDABB

not attested not anchored not stored refs pending

Large Language Models as General Pattern Machines

Andy Zeng, Brian Ichter, Danny Driess, Dorsa Sadigh, Fei Xia, Kanishka Rao, Montserrat Gonzalez Arenas, Pete Florence, Suvir Mirchandani

arxiv:2307.04721 v2 · 2023-07-10 · cs.AI · cs.CL · cs.RO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WF6B2VVQESBC4XLGDZI5WDDABB}

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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

7 papers in Pith

Temperature and Persona Shape LLM Agent Consensus With Minimal Accuracy Gains in Qualitative Coding

Agent AI: Surveying the Horizons of Multimodal Interaction

Language Modeling Is Compression

The Platonic Representation Hypothesis

Large Language Models as Optimizers

Receipt and verification

First computed	2026-07-05T07:05:12.515445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b17c1d56b024822e5d661e51db0c600858e83967d012108a4580518c8f1d1f31

Aliases

arxiv: 2307.04721 · arxiv_version: 2307.04721v2 · doi: 10.48550/arxiv.2307.04721 · pith_short_12: WF6B2VVQESBC · pith_short_16: WF6B2VVQESBC4XLG · pith_short_8: WF6B2VVQ

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/WF6B2VVQESBC4XLGDZI5WDDABB \
  | 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: b17c1d56b024822e5d661e51db0c600858e83967d012108a4580518c8f1d1f31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "360e79429ba175da4a53c1ff070f91e786f9634ab3cd3589a299a39e39489b40",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-07-10T17:32:13Z",
    "title_canon_sha256": "b948b029373948fd6e4408e534ff2fba68c6317a49b172bb25f29e9ddd696243"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04721",
    "kind": "arxiv",
    "version": 2
  }
}