Pith Number

pith:6VQMFO2E

pith:2023:6VQMFO2EGFC3LU4FBC7ME5KMZA

not attested not anchored not stored refs pending

ProAgent: Building Proactive Cooperative Agents with Large Language Models

Anji Liu, Ceyao Zhang, Cheng Zhang, Feng Yin, Guanghe Li, Junge Zhang, Kaijie Yang, Siyi Hu, Song-Chun Zhu, Xiaojun Chang, Yaodong Yang, Yihang Sun, Yitao Liang, Zhaowei Zhang, Zihao Wang

arxiv:2308.11339 v3 · 2023-08-22 · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6VQMFO2EGFC3LU4FBC7ME5KMZA}

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

7 papers in Pith

On the Limits of Prompt-Conditioned Language Models as General-Purpose Learners

Agent AI: Surveying the Horizons of Multimodal Interaction

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

A Survey on Large Language Model based Autonomous Agents

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Receipt and verification

First computed	2026-07-05T07:32:22.004607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f560c2bb443145b5d38508bec2754cc82f7b9a29de1ce0383fb15316a315c780

Aliases

arxiv: 2308.11339 · arxiv_version: 2308.11339v3 · doi: 10.48550/arxiv.2308.11339 · pith_short_12: 6VQMFO2EGFC3 · pith_short_16: 6VQMFO2EGFC3LU4F · pith_short_8: 6VQMFO2E

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/6VQMFO2EGFC3LU4FBC7ME5KMZA \
  | 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: f560c2bb443145b5d38508bec2754cc82f7b9a29de1ce0383fb15316a315c780

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ecd628c1f8fb1bf652f53c14a47f9dca6bcc6a800613f2def5ed7204491a954",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-22T10:36:56Z",
    "title_canon_sha256": "e26be10684fbcaffcbe4e437f3fb8a8317709db2f4d6c5d28513c7a6f1020e9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11339",
    "kind": "arxiv",
    "version": 3
  }
}