Pith Number

pith:CYUYJWYS

pith:2024:CYUYJWYSPZBF3AFJB6G3NNZBA2

not attested not anchored not stored refs pending

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models

Adrian de Wynter, Furu Wei, Man Lan, Shaoguang Mao, Tao Ge, Ting Song, Wenshan Wu, Xun Wang, Yadong Zhang, Yan Xia

arxiv:2404.01230 v1 · 2024-04-01 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CYUYJWYSPZBF3AFJB6G3NNZBA2}

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

17 papers in Pith

Enhancing Decision-Making with Large Language Models through Multi-Agent Fictitious Play

Can LLMs Be CEOs? Benchmarking Strategic Resource Reallocation with Multi-Role Agent Simulation

Predictable Scaling Laws of Optimal Hyperparameters for LLM Continued Pre-training

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces

Retrieval-Augmented Generation for Natural Language Processing: A Survey

Receipt and verification

First computed	2026-07-05T08:03:03.063472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

162984db127e425d80a90f8db6b7210698a17eefc2dfd13768ab4292004cf3ea

Aliases

arxiv: 2404.01230 · arxiv_version: 2404.01230v1 · doi: 10.48550/arxiv.2404.01230 · pith_short_12: CYUYJWYSPZBF · pith_short_16: CYUYJWYSPZBF3AFJ · pith_short_8: CYUYJWYS

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/CYUYJWYSPZBF3AFJB6G3NNZBA2 \
  | 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: 162984db127e425d80a90f8db6b7210698a17eefc2dfd13768ab4292004cf3ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa71f086a50944b2c9969fb700427cd30bf8c00d5cd7f7e3c0b729ae6d9b1586",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-01T16:50:54Z",
    "title_canon_sha256": "b9e0c040ee6a9c975678c827ea5be0d46f5af9866135792f28d7b5fcad309765"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01230",
    "kind": "arxiv",
    "version": 1
  }
}