Pith Number

pith:XUGK5RKL

pith:2025:XUGK5RKLXVPEKJVALXB3BE2Z6C

not attested not anchored not stored refs pending

AI Mother Tongue: Self-Emergent Communication in MARL via Endogenous Symbol Systems

Hung Ming Liu

arxiv:2507.10566 v1 · 2025-07-07 · cs.AI · cs.GT · cs.LG · cs.MA · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XUGK5RKLXVPEKJVALXB3BE2Z6C}

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

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies

Receipt and verification

First computed	2026-07-05T11:36:56.719582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd0caec54bbd5e4526a05dc3b09359f08a7c96bf896b19f02a3459343d2e604a

Aliases

arxiv: 2507.10566 · arxiv_version: 2507.10566v1 · doi: 10.48550/arxiv.2507.10566 · pith_short_12: XUGK5RKLXVPE · pith_short_16: XUGK5RKLXVPEKJVA · pith_short_8: XUGK5RKL

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/XUGK5RKLXVPEKJVALXB3BE2Z6C \
  | 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: bd0caec54bbd5e4526a05dc3b09359f08a7c96bf896b19f02a3459343d2e604a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e6f9d1c6f193aa206ebb30d0272a6669d4ef3dd47629f3cec637aa6a6f27f42",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG",
      "cs.MA",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-07T09:52:49Z",
    "title_canon_sha256": "b5f443e92d2da691c2861ca85ad635316319e2cea500eda8d0c5b6c9e733daf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10566",
    "kind": "arxiv",
    "version": 1
  }
}