Pith Number

pith:57E6RZZ4

pith:2024:57E6RZZ4T5ENGKOQ764BKC5Y7Y

not attested not anchored not stored refs pending

Towards Edge General Intelligence via Large Language Models: Opportunities and Challenges

Edith C.H. Ngai, Handi Chen, Jiangchuan Liu, Jinfeng Xu, Shuo Yang, Weipeng Deng, Xue Liu, Zhihan Jiang

arxiv:2410.18125 v3 · 2024-10-16 · cs.DC · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57E6RZZ4T5ENGKOQ764BKC5Y7Y}

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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

2 papers in Pith

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering

Policy-Aware Edge LLM-RAG Framework for Internet of Battlefield Things Mission Orchestration

Receipt and verification

First computed	2026-07-05T10:25:12.549513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efc9e8e73c9f48d329d0ffb8150bb8fe3f8f62fa51e44d6985fcbd9afa6a9d3a

Aliases

arxiv: 2410.18125 · arxiv_version: 2410.18125v3 · doi: 10.48550/arxiv.2410.18125 · pith_short_12: 57E6RZZ4T5EN · pith_short_16: 57E6RZZ4T5ENGKOQ · pith_short_8: 57E6RZZ4

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/57E6RZZ4T5ENGKOQ764BKC5Y7Y \
  | 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: efc9e8e73c9f48d329d0ffb8150bb8fe3f8f62fa51e44d6985fcbd9afa6a9d3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "991761dca121e6279177cb71dfa97d9f303f71e44fcd4b60feb210e6c8b6c55b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-10-16T07:45:31Z",
    "title_canon_sha256": "00ba607ad3061cb7ae1305107c360effdffc6fbd813d4decf50a81a5f3181bb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18125",
    "kind": "arxiv",
    "version": 3
  }
}