Pith Number

pith:OZXVJEBG

pith:2025:OZXVJEBGBNVNJZF5CTAN6NWJ3H

not attested not anchored not stored refs pending

LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach

Dusit Niyato, Geng Sun, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Yinqiu Liu, Zehui Xiong, Zhu Han

arxiv:2505.12247 v1 · 2025-05-18 · cs.NI · 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{OZXVJEBGBNVNJZF5CTAN6NWJ3H}

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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

3 papers in Pith

A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks

Generative Intent Prediction Agentic AI empowered Edge Service Function Chain Orchestration

Secure Intellicise Wireless Network: Agentic AI for Coverless Semantic Steganography Communication

Receipt and verification

First computed	2026-07-05T11:05:00.807055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

766f5490260b6ad4e4bd14c0df36c9d9f6dbe2e013bac34ac7304e76aec81e9b

Aliases

arxiv: 2505.12247 · arxiv_version: 2505.12247v1 · doi: 10.48550/arxiv.2505.12247 · pith_short_12: OZXVJEBGBNVN · pith_short_16: OZXVJEBGBNVNJZF5 · pith_short_8: OZXVJEBG

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/OZXVJEBGBNVNJZF5CTAN6NWJ3H \
  | 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: 766f5490260b6ad4e4bd14c0df36c9d9f6dbe2e013bac34ac7304e76aec81e9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6224f7ae34f1389e5e540fb2514adcec56750bc55cffc18da48ce7cd01867f39",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-05-18T05:59:16Z",
    "title_canon_sha256": "0502bbfd359753e870b7fe70dc67ba057e84e5ed8920824792f1d1b372908d90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12247",
    "kind": "arxiv",
    "version": 1
  }
}