Pith Number

pith:VNJ72XQQ

pith:2025:VNJ72XQQQBOBIOBJKPQVHBMUZ4

not attested not anchored not stored refs pending

GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices

Hai Li, Mozhgan Navardi, Romina Aalishah, Tinoosh Mohsenin, Yiran Chen, Yueqian Lin, Yuzhe Fu

arxiv:2502.15816 v1 · 2025-02-19 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VNJ72XQQQBOBIOBJKPQVHBMUZ4}

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

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference

Receipt and verification

First computed	2026-07-05T10:18:16.777098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab53fd5e10805c14382953e1538594cf0d819ee496df7e52ae21110a728c4a44

Aliases

arxiv: 2502.15816 · arxiv_version: 2502.15816v1 · doi: 10.48550/arxiv.2502.15816 · pith_short_12: VNJ72XQQQBOB · pith_short_16: VNJ72XQQQBOBIOBJ · pith_short_8: VNJ72XQQ

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/VNJ72XQQQBOBIOBJKPQVHBMUZ4 \
  | 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: ab53fd5e10805c14382953e1538594cf0d819ee496df7e52ae21110a728c4a44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3127c3cd2acb9e5dd1ec1e3a277d0f79aa7b56c45d8ceb7bd0628d638b21db57",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-02-19T20:43:14Z",
    "title_canon_sha256": "3ab30fc48a05fd20f27fa248286a785569bf8ab49c6ae21559f0c0074d563dfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15816",
    "kind": "arxiv",
    "version": 1
  }
}