Pith Number

pith:U6NDDREU

pith:2026:U6NDDREUNGLBH7JOIKVAV7LOVS

not attested not anchored not stored refs pending

Open-ended Multi-agent Autocurricula via Visual Inspection of Policies with Multi-modal LLMs

Andrea Fanti, Lorenzo Pant\`e, Roberto Capobianco

arxiv:2607.08193 v1 · 2026-07-09 · 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{U6NDDREUNGLBH7JOIKVAV7LOVS}

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	2026-07-10T01:19:29.377700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a79a31c494699613fd2e42aa0afd6eaca5cf71a6d9749b548a7f0d6ef40b0842

Aliases

arxiv: 2607.08193 · arxiv_version: 2607.08193v1 · doi: 10.48550/arxiv.2607.08193 · pith_short_12: U6NDDREUNGLB · pith_short_16: U6NDDREUNGLBH7JO · pith_short_8: U6NDDREU

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/U6NDDREUNGLBH7JOIKVAV7LOVS \
  | 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: a79a31c494699613fd2e42aa0afd6eaca5cf71a6d9749b548a7f0d6ef40b0842

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82ad903493fb429454d7b66054b1cdc7c5e37a0fa8f3b2877b8bdc9a724341cc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T07:48:36Z",
    "title_canon_sha256": "139f4854055f88db533539e11c7db617d177874c8a94daca64844cecf6804809"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08193",
    "kind": "arxiv",
    "version": 1
  }
}