Pith Number

pith:52L7CXAJ

pith:2025:52L7CXAJC6F6X5OAIN3XPLWPEM

not attested not anchored not stored refs pending

AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha Decay

Jiarui Yang, Jiayao Mai, Jinrui Chen, Keze Wang, Liang Lin, Yongsen Zheng, Zechuan Chen, Ziyi Tang

arxiv:2502.16789 v2 · 2025-02-24 · cs.CE · 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{52L7CXAJC6F6X5OAIN3XPLWPEM}

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

Cognitive Alpha Mining via LLM-Driven Code-Based Evolution

Hubble: An LLM-Driven Agentic Framework for Safe, Diverse, and Reproducible Alpha Factor Discovery

Receipt and verification

First computed	2026-07-05T11:18:18.547386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee97f15c09178bebf5c0437777aecf230b133da79c7435314b3c7033b3d13fdb

Aliases

arxiv: 2502.16789 · arxiv_version: 2502.16789v2 · doi: 10.48550/arxiv.2502.16789 · pith_short_12: 52L7CXAJC6F6 · pith_short_16: 52L7CXAJC6F6X5OA · pith_short_8: 52L7CXAJ

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/52L7CXAJC6F6X5OAIN3XPLWPEM \
  | 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: ee97f15c09178bebf5c0437777aecf230b133da79c7435314b3c7033b3d13fdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1af13bd4f759148c27df9d81080f757a9c0f5a11414bcb516dcd34f27b54332a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-02-24T02:56:46Z",
    "title_canon_sha256": "b990d32e235cb13bb48799315e84fe45e1d4e4cf993c86e48a99ce5677b03c02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16789",
    "kind": "arxiv",
    "version": 2
  }
}