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Pith Number

pith:J7U2XYFA

pith:2024:J7U2XYFAI5AUFDFY67QH3235MJ
not attested not anchored not stored refs pending

Evidence of Learned Look-Ahead in a Chess-Playing Neural Network

Cameron Allen, Erik Jenner, Scott Emmons, Shreyas Kapur, Stuart Russell, Vasil Georgiev

arxiv:2406.00877 v1 · 2024-06-02 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{J7U2XYFAI5AUFDFY67QH3235MJ}

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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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T08:27:10.448164Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4fe9abe0a04741428cb8f7e07deb7d6249ffe14ce5a5c0e30a08fee9be0c0a48

Aliases

arxiv: 2406.00877 · arxiv_version: 2406.00877v1 · doi: 10.48550/arxiv.2406.00877 · pith_short_12: J7U2XYFAI5AU · pith_short_16: J7U2XYFAI5AUFDFY · pith_short_8: J7U2XYFA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J7U2XYFAI5AUFDFY67QH3235MJ \
  | 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: 4fe9abe0a04741428cb8f7e07deb7d6249ffe14ce5a5c0e30a08fee9be0c0a48
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "98f81593537246a1492400c3dd877f348dd982e1bb266fe97c1712a07ed5083e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-02T21:57:32Z",
    "title_canon_sha256": "2fcb2eeb8bac7adb482c50b277e883bfc1be98c4103117ea4c4d20cc6e0b2aad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00877",
    "kind": "arxiv",
    "version": 1
  }
}