Pith Number

pith:DCGGBAYI

pith:2025:DCGGBAYIE7LZYZD6L4NG3COOOR

not attested not anchored not stored refs pending

LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach

Chenghui Peng, Fei Wang, Honggang Zhang, Renxuan Tan, Rongpeng Li, Shaoyun Wu, Zhifeng Zhao

arxiv:2510.10895 v2 · 2025-10-13 · 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{DCGGBAYIE7LZYZD6L4NG3COOOR}

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	2026-07-01T01:17:11.312269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

188c60830827d79c647e5f1a6d89ce74526d257520728112fb65622a86c7f791

Aliases

arxiv: 2510.10895 · arxiv_version: 2510.10895v2 · doi: 10.48550/arxiv.2510.10895 · pith_short_12: DCGGBAYIE7LZ · pith_short_16: DCGGBAYIE7LZYZD6 · pith_short_8: DCGGBAYI

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/DCGGBAYIE7LZYZD6L4NG3COOOR \
  | 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: 188c60830827d79c647e5f1a6d89ce74526d257520728112fb65622a86c7f791

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50bfe6191e6270f86276b27e6995b3d68c3fc2fc26778e1e9e25a24272647c86",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-13T01:47:24Z",
    "title_canon_sha256": "cccc95070fa8d9c5fd6077feee302803f6e9c4e90627acbe3e15527c28f6749b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10895",
    "kind": "arxiv",
    "version": 2
  }
}