Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T04:29:11.355319Z
Paper Citation Record · LEDGER
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools
As of 11 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.07446.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
22 of 22 outbound references displayed
- verified exact2
- verified fuzzy13
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b30a7b2d-a07f-4801-bbb5-93ca6fd4e08b · outbound
This paper cites Foundational Challenges in Assuring Alignment and Safety of Large Language Models.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Foundational Challenges in Assuring Alignment and Safety of Large Language Models
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:29:11.241994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f78d67e-1afd-4615-9ba2-b01d3ce8c22e · outbound
This paper cites Evaluating Reliability Gaps in Large Language Model Safety via Repeated Prompt Sampling.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Evaluating Reliability Gaps in Large Language Model Safety via Repeated Prompt Sampling
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T04:29:11.757320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7209f7a0-4ebc-43a7-b0e3-a703f47c0726 · outbound
This paper cites Large language models in fi- nance,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Large language models in fi- nance,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.995932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f8fa92d1-7b42-4670-8a79-db07164facc0 · outbound
This paper cites Opportunities and challenges of generative-ai in finance,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Opportunities and challenges of generative-ai in finance,
Reference 4
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-10T04:29:11.729903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 555c55e0-31f8-4979-9cb5-3ca9aa2fcab3 · outbound
This paper cites Financial stability implications of artificial intelligence,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Financial stability implications of artificial intelligence,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.980001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 51212f58-5bf2-496b-b6f3-6c7fd2ee2a54 · outbound
This paper cites Holistic Evaluation of Language Models.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Holistic Evaluation of Language Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:29:11.270624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8058bf8-126e-47e7-9926-a868b6f4f80e · outbound
This paper cites Monitoring adoption of artificial in- telligence and related vulnerabilities in the financial sector,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Monitoring adoption of artificial in- telligence and related vulnerabilities in the financial sector,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.963334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6d54c4a2-492e-4d93-9953-9edb9c071f2c · outbound
This paper cites When ai fails, what works? a data-driven taxonomy of real-world ai risk mitigation strategies,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools When ai fails, what works? a data-driven taxonomy of real-world ai risk mitigation strategies,
Reference 8
- Resolution
- verified exact
- raw_fallback, observed 2026-08-10T04:29:11.636262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ec6549de-1117-408d-90fe-9b75231f7f34 · outbound
This paper cites LLM-Safety Evaluations Lack Robustness.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools LLM-Safety Evaluations Lack Robustness
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:29:11.286717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb8efc74-e116-4a98-85d7-15b23967af19 · outbound
This paper cites Revolutionizing finance with llms: An overview of applications and insights,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Revolutionizing finance with llms: An overview of applications and insights,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:29:11.292270Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a811da35-67a7-40f0-bff9-ecf176fcda51 · outbound
This paper cites Artificial intelligence risk management framework (ai rmf 1.0),.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Artificial intelligence risk management framework (ai rmf 1.0),
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.946335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6e09518e-bb1c-40e7-a319-fc3574c37256 · outbound
This paper cites Artificial intelligence risk management framework: Generative artificial intelligence profile,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Artificial intelligence risk management framework: Generative artificial intelligence profile,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.913995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b4ff8ff5-1e67-499c-aefc-e484fc043e54 · outbound
This paper cites Large language models (llms) in finance – a survey of applications, methods, and challenges,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Large language models (llms) in finance – a survey of applications, methods, and challenges,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.897675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 26616563-4196-4a4c-a1fe-acb75e58f81e · outbound
This paper cites Treasury guidance brings urgency to ai governance for financial institutions,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Treasury guidance brings urgency to ai governance for financial institutions,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.879806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b5fc7506-1156-436e-a093-42447cabe1e1 · outbound
This paper cites Financial services AI risk man- agement framework (FS AI RMF),.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Financial services AI risk man- agement framework (FS AI RMF),
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.862046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 36b80388-d62b-4686-b3e6-8ed285af8172 · outbound
This paper cites Sound practices for responsible adoption of artificial intelligence (ai),.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Sound practices for responsible adoption of artificial intelligence (ai),
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.844545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation de91a5bd-36e2-43ad-93c0-8ee9e73e995f · outbound
This paper cites Conformity assessments and post-market monitoring: A guide to the role of auditing in the proposed european ai regulation,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Conformity assessments and post-market monitoring: A guide to the role of auditing in the proposed european ai regulation,
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:29:11.333790Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 961b787f-3c5a-4e7a-a569-fe86176bfe05 · outbound
This paper cites Llm observability tools compared: Langfuse vs langsmith vs opik,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Llm observability tools compared: Langfuse vs langsmith vs opik,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.826443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 23ffcc2c-3fe8-4dbc-a424-e87b591a9976 · outbound
This paper cites Open problems in technical ai governance,.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Open problems in technical ai governance,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.792376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0fe692de-270c-4828-9406-ff42120f7330 · outbound
This paper cites Available: https://airc.nist.gov/airmf-resources/playbook/.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Available: https://airc.nist.gov/airmf-resources/playbook/
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.930564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 42a38362-840a-43bc-b59f-1c1eb0ce00bf · outbound
This paper cites Open Problems in Technical AI Governance.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Open Problems in Technical AI Governance
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:29:11.355319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7f5e04f-d3dd-4ecc-abd3-082d14e84da7 · outbound
This paper cites Available: https://bigdataboutique.com/blog/ llm-observability-tools-compared-langfuse-vs-langsmith-vs-opik.
Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools Available: https://bigdataboutique.com/blog/ llm-observability-tools-compared-langfuse-vs-langsmith-vs-opik
Reference 2026
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T04:29:11.809998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.