pith. sign in
Pith Number

pith:UFP2QEAT

pith:2026:UFP2QEATY4DYA4FD54T4N452JI
not attested not anchored not stored refs pending

Agentic Trading: When LLM Agents Meet Financial Markets

Fang Liu, Han Qi, Panpan You, Shengli Zhang, Taotao Wang, Xiaoxiao Wu, Yihan Xia

arxiv:2605.19337 v1 · 2026-05-19 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UFP2QEATY4DYA4FD54T4N452JI}

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 2026-05-20T01:05:40.066632Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a15fa81013c7078070a3ef27c6f3ba4a153a69ddfe0bca71d9d372a8bc253d59

Aliases

arxiv: 2605.19337 · arxiv_version: 2605.19337v1 · doi: 10.48550/arxiv.2605.19337 · pith_short_12: UFP2QEATY4DY · pith_short_16: UFP2QEATY4DYA4FD · pith_short_8: UFP2QEAT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UFP2QEATY4DYA4FD54T4N452JI \
  | 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: a15fa81013c7078070a3ef27c6f3ba4a153a69ddfe0bca71d9d372a8bc253d59
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0a6b0829b67249663d586671d3d6c56887d1df8db9617018533ebb20283bf977",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-19T04:20:07Z",
    "title_canon_sha256": "3b8f57d0fc3cb0b9d73f5f263e76e1daa4446cbcfdc74edbe2abc39025b0b97d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19337",
    "kind": "arxiv",
    "version": 1
  }
}