Pith Number

pith:YAPUTHH4

pith:2025:YAPUTHH4QSJAPCCK3QVTLIDBAH

not attested not anchored not stored refs pending

Foundation Model Self-Play: Open-Ended Strategy Innovation via Foundation Models

Aaron Dharna, Cong Lu, Jeff Clune

arxiv:2507.06466 v1 · 2025-07-09 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YAPUTHH4QSJAPCCK3QVTLIDBAH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Self-Optimizing Multi-Agent Systems for Deep Research

Receipt and verification

First computed	2026-07-05T11:34:16.438266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c01f499cfc849207884adc2b35a06101db8dd6a92d798e6508f851e723a45904

Aliases

arxiv: 2507.06466 · arxiv_version: 2507.06466v1 · doi: 10.48550/arxiv.2507.06466 · pith_short_12: YAPUTHH4QSJA · pith_short_16: YAPUTHH4QSJAPCCK · pith_short_8: YAPUTHH4

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/YAPUTHH4QSJAPCCK3QVTLIDBAH \
  | 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: c01f499cfc849207884adc2b35a06101db8dd6a92d798e6508f851e723a45904

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cf800a9c6a94e2a3917070d13e1a787620db66c0049a42e4196ac050f6df7b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T00:58:19Z",
    "title_canon_sha256": "04ec445ca36bef6529ccf755e638c25efa4a5da250926774ac628f212f5b35d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06466",
    "kind": "arxiv",
    "version": 1
  }
}