Pith Number

pith:ELLU5G2F

pith:2025:ELLU5G2FMTO4TL2UQP7M4IGS2P

not attested not anchored not stored refs pending

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges

Changyuan Zhao, Chau Yuen, Dong In Kim, Dusit Niyato, Guangyuan Liu, Jiacheng Wang, Jiawen Kang, Ruichen Zhang, Sumei Sun, Xuemin (Sherman) Shen, Yinqiu Liu, Zan Li, Zhu Han

arxiv:2508.09561 v1 · 2025-08-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ELLU5G2FMTO4TL2UQP7M4IGS2P}

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	2026-07-05T11:53:17.257146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22d74e9b4564ddc9af5483fece20d2d3e0b35a7c1dc43cf9f9bb375dd0155481

Aliases

arxiv: 2508.09561 · arxiv_version: 2508.09561v1 · doi: 10.48550/arxiv.2508.09561 · pith_short_12: ELLU5G2FMTO4 · pith_short_16: ELLU5G2FMTO4TL2U · pith_short_8: ELLU5G2F

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/ELLU5G2FMTO4TL2UQP7M4IGS2P \
  | 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: 22d74e9b4564ddc9af5483fece20d2d3e0b35a7c1dc43cf9f9bb375dd0155481

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12d91ae2471b09c5fdb4e296992b5ced46a55a53a2261895d7844d27b4ce089f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-13T07:29:40Z",
    "title_canon_sha256": "e89fc5a3794306d2d049d18a998409231f07adc20cd05cfa1195762371302b4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09561",
    "kind": "arxiv",
    "version": 1
  }
}