Pith Number

pith:WRYE6G5F

pith:2024:WRYE6G5FMW33ZVALKFIZTG33JK

not attested not anchored not stored refs pending

A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

Bo An, Haochong Xia, Jiaze Sun, Lingxuan Zhao, Longtao Zheng, Molei Qin, Shuo Sun, Wentao Zhang, Xinrun Wang, Xinyi Li, Xinyu Cai, Yilei Zhao, Yuqing Zhao

arxiv:2402.18485 v3 · 2024-02-28 · q-fin.TR · 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{WRYE6G5FMW33ZVALKFIZTG33JK}

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

3 papers in Pith

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems

Recursive Multi-Agent Trading System: Iterative Optimized Portfolio Strategy Under Geopolitical Uncertainty

SysTradeBench: An Iterative Build-Test-Patch Benchmark for Strategy-to-Code Trading Systems with Drift-Aware Diagnostics

Receipt and verification

First computed	2026-07-05T08:37:51.605180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4704f1ba565b7bcd40b5151999b7b4a87671703d2f3b998d03ca9cb471a1feb

Aliases

arxiv: 2402.18485 · arxiv_version: 2402.18485v3 · doi: 10.48550/arxiv.2402.18485 · pith_short_12: WRYE6G5FMW33 · pith_short_16: WRYE6G5FMW33ZVAL · pith_short_8: WRYE6G5F

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/WRYE6G5FMW33ZVALKFIZTG33JK \
  | 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: b4704f1ba565b7bcd40b5151999b7b4a87671703d2f3b998d03ca9cb471a1feb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4657877bb3cfe4e625645c36354c89c147956042e9aeca540a4c16cc5eb015db",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2024-02-28T17:06:54Z",
    "title_canon_sha256": "36f40d63002952b4f187f5b200d5115588ba5b520bf6b1cd0a9a777103d75f61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18485",
    "kind": "arxiv",
    "version": 3
  }
}