Paper Citation Record · LEDGER

Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2502.15865.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.15865 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:46:05.763189Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T09:59:45.686055Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9aa413e9-2ab0-478a-897d-6ac673731dcb · inbound

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows cites this paper.

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:05.763189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ee851a-c654-40be-a618-181304b44dc2 · inbound

OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset cites this paper.

OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:35:31.645357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95d86028-1c03-4635-b2ae-cdb8a7548108 · inbound

Conversations Risk Detection LLMs in Financial Agents via Multi-Stage Generative Rollout cites this paper.

Conversations Risk Detection LLMs in Financial Agents via Multi-Stage Generative Rollout Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T05:51:10.905002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9cf7daf1-80ca-46a7-96b5-2510f193823f · inbound

QRAFTI: An Agentic Framework for Empirical Research in Quantitative Finance cites this paper.

QRAFTI: An Agentic Framework for Empirical Research in Quantitative Finance Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 69

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:46:02.745148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c9a23062-94fe-41b6-8eb4-814bb31e46f4 · inbound

FinSafetyBench: Evaluating LLM Safety in Real-World Financial Scenarios cites this paper.

FinSafetyBench: Evaluating LLM Safety in Real-World Financial Scenarios Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:51:43.864023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e6fc9d4b-ab4b-464c-9ba0-ee6c2acba85a · inbound

Beyond Task Success: Measuring Workflow Fidelity in LLM-Based Agentic Payment Systems cites this paper.

Beyond Task Success: Measuring Workflow Fidelity in LLM-Based Agentic Payment Systems Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:16:09.412959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8e36d993-0d89-42da-8868-b8126c9ab372 · inbound

Flaws in the LLM Automation Narrative cites this paper.

Flaws in the LLM Automation Narrative Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:17:45.278286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a53ae8e-4a58-404a-85aa-00c354aeb197 · inbound

Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking cites this paper.

Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 79

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:59:45.687580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1bd2b76-68ee-4f64-9812-c8e60fc22c48 · inbound

Training Large Language Models for Self-Explanation Faithfulness cites this paper.

Training Large Language Models for Self-Explanation Faithfulness Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T08:36:24.672074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da851883-7758-46cc-820b-29c1860d8b97 · inbound

From Interpretability to Control: Insights from Six Years of the TrustNLP Workshop cites this paper.

From Interpretability to Control: Insights from Six Years of the TrustNLP Workshop Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-12T04:51:16.956798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.