Pith Number

pith:P6JHRJOB

pith:2025:P6JHRJOBPZZWXW7YOXNFZEBVMG

not attested not anchored not stored refs pending

Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews

Arjun Ravi Kannan, Ashkan Golgoon, Izunna Okpala

arxiv:2502.05439 v2 · 2025-02-08 · cs.AI · cs.CE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P6JHRJOBPZZWXW7YOXNFZEBVMG}

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

2 papers in Pith

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T10:55:54.543050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f9278a5c17e736bdbf875da5c9035619a81851321f2792541fa6db43d25ded1

Aliases

arxiv: 2502.05439 · arxiv_version: 2502.05439v2 · doi: 10.48550/arxiv.2502.05439 · pith_short_12: P6JHRJOBPZZW · pith_short_16: P6JHRJOBPZZWXW7Y · pith_short_8: P6JHRJOB

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/P6JHRJOBPZZWXW7YOXNFZEBVMG \
  | 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: 7f9278a5c17e736bdbf875da5c9035619a81851321f2792541fa6db43d25ded1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc777af2085e7333c19840ffa1c96d2831bb9d6d8227d13eaf81eb4aa8050d08",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-08T04:03:47Z",
    "title_canon_sha256": "31c8708cbd35e80ee713920c260625efb9c27fb935a1c388e18a4c8bcfe03054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05439",
    "kind": "arxiv",
    "version": 2
  }
}