Pith Number

pith:HUBTPYZX

pith:2025:HUBTPYZXN5UMCYECYIMZPLZO2Q

not attested not anchored not stored refs pending

Efficient Generation of Diverse Cooperative Agents with World Models

Akshunn Trivedi, Malika Meghjani, Yi Loo

arxiv:2506.07450 v1 · 2025-06-09 · 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{HUBTPYZXN5UMCYECYIMZPLZO2Q}

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.

Receipt and verification

First computed	2026-07-05T11:18:27.536630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d0337e3376f68c16082c21997af2ed433c66c0d7635b530d71e6c71bbc85aaa

Aliases

arxiv: 2506.07450 · arxiv_version: 2506.07450v1 · doi: 10.48550/arxiv.2506.07450 · pith_short_12: HUBTPYZXN5UM · pith_short_16: HUBTPYZXN5UMCYEC · pith_short_8: HUBTPYZX

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/HUBTPYZXN5UMCYECYIMZPLZO2Q \
  | 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: 3d0337e3376f68c16082c21997af2ed433c66c0d7635b530d71e6c71bbc85aaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f0ad85a95c8a8b6c17b0bc680ebc06296db1d17df5b0f9a0fc76d89db456582",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-09T05:52:45Z",
    "title_canon_sha256": "87a231c44974d9f3b26d10cabb3db3d230412a79b86fb61e459c3dea4b485a22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07450",
    "kind": "arxiv",
    "version": 1
  }
}