Pith Number

pith:3BQ6VZOU

pith:2023:3BQ6VZOUZ3UL55FZ344DMDNFIM

not attested not anchored not stored refs pending

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

Bing Yin, Haoming Jiang, Hongye Jin, Jingfeng Yang, Qizhang Feng, Ruixiang Tang, Xia Hu, Xiaotian Han

arxiv:2304.13712 v2 · 2023-04-26 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3BQ6VZOUZ3UL55FZ344DMDNFIM}

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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

4 papers in Pith

Empirical Evaluation of Large Language Models for Migration of Code Fragments to Post-Quantum Cryptography

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

A Survey on the Memory Mechanism of Large Language Model based Agents

FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion

Receipt and verification

First computed	2026-07-05T06:04:56.419108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d861eae5d4cee8bef4b9df38360da54313bdf9150ae9a1255dfa97c83509c748

Aliases

arxiv: 2304.13712 · arxiv_version: 2304.13712v2 · doi: 10.48550/arxiv.2304.13712 · pith_short_12: 3BQ6VZOUZ3UL · pith_short_16: 3BQ6VZOUZ3UL55FZ · pith_short_8: 3BQ6VZOU

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/3BQ6VZOUZ3UL55FZ344DMDNFIM \
  | 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: d861eae5d4cee8bef4b9df38360da54313bdf9150ae9a1255dfa97c83509c748

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29cd15892345434d855a326a538930e1b7bc7b077fc0e8ab8c65fcbbbd2996bc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-26T17:52:30Z",
    "title_canon_sha256": "b3b0dc2d580c949f1267b3c6959b27dde7d195ef9d0fd28744974ed8c976ada6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.13712",
    "kind": "arxiv",
    "version": 2
  }
}