Pith Number

pith:WTCGV2QZ

pith:2025:WTCGV2QZI2SCOYZL464B5IMQNM

not attested not anchored not stored refs pending

Strategy-Augmented Planning for Large Language Models via Opponent Exploitation

Bo Xu, Qi Wang, Shuai Xu, Sijia Cui, Yanna Wang

arxiv:2505.08459 v2 · 2025-05-13 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WTCGV2QZI2SCOYZL464B5IMQNM}

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.

Receipt and verification

First computed	2026-07-05T11:13:25.020119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4c46aea1946a427632be7b81ea1906b06438ebd5c5c1da468de6337f0ff07a8

Aliases

arxiv: 2505.08459 · arxiv_version: 2505.08459v2 · doi: 10.48550/arxiv.2505.08459 · pith_short_12: WTCGV2QZI2SC · pith_short_16: WTCGV2QZI2SCOYZL · pith_short_8: WTCGV2QZ

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/WTCGV2QZI2SCOYZL464B5IMQNM \
  | 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: b4c46aea1946a427632be7b81ea1906b06438ebd5c5c1da468de6337f0ff07a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d6924a29506a4d4cef2a13b665300f6ca5c81b5af2d35e3354f75cdebf6a126",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-13T11:41:10Z",
    "title_canon_sha256": "acc8461c5516c1ff50e9889bd192b821c5f10b48e84241b9b8e5f45c3d781fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08459",
    "kind": "arxiv",
    "version": 2
  }
}