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Paper Citation Record · LEDGER

Understanding and Mitigating Risks of Generative AI in Financial Services

As of 18 August 2026, this Paper Citation Record lists 99 of 99 outbound references and 0 inbound Pith citation observations for arXiv:2504.20086.

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

pith.paper-citation-record.v1
2504.20086 v1

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measured 99 of 99 reference resolution

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Reference resolution

99 of 99 outbound references displayed

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Outbound references

Observation c69f4803-9b04-47cf-967e-7582ca8eb61d · outbound

This paper cites Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.

Understanding and Mitigating Risks of Generative AI in Financial Services Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations

Reference 1

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Observation 739b1bba-5f1e-4336-9acd-4c27ad836006 · outbound

This paper cites Discussing ethical considerations and solutions for ensuring fairness in ai-driven financial services.

Understanding and Mitigating Risks of Generative AI in Financial Services Discussing ethical considerations and solutions for ensuring fairness in ai-driven financial services

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This paper cites Bowman , Ethan Perez, Roger Baker Grosse, and David Duvenaud.

Understanding and Mitigating Risks of Generative AI in Financial Services Bowman , Ethan Perez, Roger Baker Grosse, and David Duvenaud

Reference 3

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Understanding and Mitigating Risks of Generative AI in Financial Services Unresolved cited work

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Observation 5b8ca7d8-10bc-4048-a220-91e2c3d1531a · outbound

This paper cites Reg bi-relat ed changes to finra rules.

Understanding and Mitigating Risks of Generative AI in Financial Services Reg bi-relat ed changes to finra rules

Reference 5

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This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Understanding and Mitigating Risks of Generative AI in Financial Services Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 6

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Understanding and Mitigating Risks of Generative AI in Financial Services Constitutional AI: Harmlessness from AI Feedback

Reference 7

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Observation 9d3b2e9e-6875-459e-bed0-85b40915d6ee · outbound

This paper cites SR 23-4 Intera- gency Guidance on Third-Party Relationships: Risk Managem ent, 2023.

Understanding and Mitigating Risks of Generative AI in Financial Services SR 23-4 Intera- gency Guidance on Third-Party Relationships: Risk Managem ent, 2023

Reference 8

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Understanding and Mitigating Risks of Generative AI in Financial Services Annual performance plan 2025

Reference 9

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Understanding and Mitigating Risks of Generative AI in Financial Services On the Opportunities and Risks of Foundation Models

Reference 10

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This paper cites How a myster y trader with an algorithm may have caused the flash crash.

Understanding and Mitigating Risks of Generative AI in Financial Services How a myster y trader with an algorithm may have caused the flash crash

Reference 11

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Understanding and Mitigating Risks of Generative AI in Financial Services Explore, establish, exploit: Red teaming language models from scratch, 2024

Reference 12

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Understanding and Mitigating Risks of Generative AI in Financial Services Remarks before the con ference on emerging trends in asset management

Reference 14

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Understanding and Mitigating Risks of Generative AI in Financial Services Academics can con tribute to domain-specialized language models

Reference 15

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Observation c82fa4ed-59fa-44a6-a8fb-a0bafc127073 · outbound

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Understanding and Mitigating Risks of Generative AI in Financial Services The Llama 3 Herd of Models

Reference 16

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Understanding and Mitigating Risks of Generative AI in Financial Services Meet the chairs leading the devel opment of the first general-purpose ai code of practice, September 202 4

Reference 17

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Understanding and Mitigating Risks of Generative AI in Financial Services Guidelines 9/2022 on p ersonal data breach notification under gdpr version 2.0, March 2023

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Understanding and Mitigating Risks of Generative AI in Financial Services The ESAs Ann ounce Timeline to Collect Information for the Desig- nation of Critical ICT Third-Party Service Providers under the Digital Operational Resilience Act, 2024

Reference 19

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Observation 960eedea-08e4-4fca-8924-351271c121b0 · outbound

This paper cites Rep ort on Digital Investment Advice, March 2016.

Understanding and Mitigating Risks of Generative AI in Financial Services Rep ort on Digital Investment Advice, March 2016

Reference 20

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Understanding and Mitigating Risks of Generative AI in Financial Services FIN RA Reminds Firms of their Su- pervisory Obligations Related to Outsourcing to Third-Par ty V endors, 2021

Reference 22

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Understanding and Mitigating Risks of Generative AI in Financial Services FIN RA Reminds Members of Regulatory Obli- gations When Using Generative Artificial Intelligence and L arge Language Models, 2024

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Understanding and Mitigating Risks of Generative AI in Financial Services AI A pplications in the Securities Industry, 2025

Reference 24

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Understanding and Mitigating Risks of Generative AI in Financial Services FIN RA Rule 2210(d)(1): Communications with the Public,

Reference 25

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Understanding and Mitigating Risks of Generative AI in Financial Services FIN RA Rule 2210(a)-(b): Communications with the Public,

Reference 26

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Understanding and Mitigating Risks of Generative AI in Financial Services Final rule fact sheet: Beneficial ownership information access and safeguards, and use of finc en identifiers for entities

Reference 27

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Understanding and Mitigating Risks of Generative AI in Financial Services Finan cial crimes enforce- ment network: Anti-money laundering/countering the financ ing of terrorism

Reference 28

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Understanding and Mitigating Risks of Generative AI in Financial Services Definitions and general standards for communications with the public, incl uding categorization of communication types

Reference 29

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Understanding and Mitigating Risks of Generative AI in Financial Services Owasp top 10 for large language mo del applications, 2025

Reference 30

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Understanding and Mitigating Risks of Generative AI in Financial Services Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 31

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Understanding and Mitigating Risks of Generative AI in Financial Services Chatbots reset: A framework for g overn- ing responsible use of conversational ai in healthcare

Reference 32

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Understanding and Mitigating Risks of Generative AI in Financial Services Ginsburg and Luke Ali Budiardjo

Reference 33

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Observation 8aed1617-c2d6-41a4-bcf8-5aa9894f348b · outbound

This paper cites Not what you’ve signed up for: Compromising real-world llm-int egrated applications with indirect prompt in- jection.

Understanding and Mitigating Risks of Generative AI in Financial Services Not what you’ve signed up for: Compromising real-world llm-int egrated applications with indirect prompt in- jection

Reference 34

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This paper cites AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts.

Understanding and Mitigating Risks of Generative AI in Financial Services AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts

Reference 35

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Observation b3d692cf-79f3-4250-8f1a-4e4ee3f78e35 · outbound

This paper cites From chatgpt to threatgpt: Impact of generative ai in cybersecurity and p rivacy.

Understanding and Mitigating Risks of Generative AI in Financial Services From chatgpt to threatgpt: Impact of generative ai in cybersecurity and p rivacy

Reference 36

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Observation 1affba13-4f9e-4640-b631-20478e46d181 · outbound

This paper cites WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.

Understanding and Mitigating Risks of Generative AI in Financial Services WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs

Reference 37

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Observation 2e151105-db1f-45f0-917b-1dc3504329ab · outbound

This paper cites Systemic innovation and risk: techno logy assessment and the chal- lenge of responsible innovation.

Understanding and Mitigating Risks of Generative AI in Financial Services Systemic innovation and risk: techno logy assessment and the chal- lenge of responsible innovation

Reference 38

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Observation bedb858b-9285-41f6-8157-6dc512ee7ff2 · outbound

This paper cites Guan, Manas R.

Understanding and Mitigating Risks of Generative AI in Financial Services Guan, Manas R

Reference 39

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Observation dbc8d00f-473a-4114-8640-3a6447d2df06 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

Understanding and Mitigating Risks of Generative AI in Financial Services Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 40

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source=pdf_text observed=2026-08-16T10:19:10.453740Z digest=sha256:15b7d6881a97c5614c56a7b75b71874f7496c81a30a20dc9dae204672f3a10b6

Observation 419de68d-16ab-4a36-a1b1-34c55b6b855a · outbound

This paper cites Sell side vs buy side: What’s the difference?, May 2024.

Understanding and Mitigating Risks of Generative AI in Financial Services Sell side vs buy side: What’s the difference?, May 2024

Reference 41

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source=pdf_text observed=2026-08-16T10:19:10.458022Z digest=sha256:2e330086c061fef5001a14c2c7a70c7a24f9f275c6f1dd209b91ee3061ee696a

Observation 9a74db23-87d2-4671-b176-1bdb88c4acba · outbound

This paper cites Challenges and Applications of Large Language Models.

Understanding and Mitigating Risks of Generative AI in Financial Services Challenges and Applications of Large Language Models

Reference 42

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source=pdf_text observed=2026-08-16T10:19:10.462095Z digest=sha256:5e8b808ec403d0e932a9ef32090d4c1364824912de20fc651950b72660e23684

Observation 896b44c0-7e71-4c39-a696-9665f5d9136c · outbound

This paper cites an unresolved cited work.

Understanding and Mitigating Risks of Generative AI in Financial Services Unresolved cited work

Reference 43

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Observation 7e0a70ea-11e4-418e-8c22-3c548e1552b1 · outbound

This paper cites A Hazard Analysis Framework for Code Synthesis Large Language Models.

Understanding and Mitigating Risks of Generative AI in Financial Services A Hazard Analysis Framework for Code Synthesis Large Language Models

Reference 44

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source=pdf_text observed=2026-08-16T10:19:10.471081Z digest=sha256:c918925fe1cd2bf4c6fab4925c0736e99146bf387b2c35652513f434fbae6e85

Observation 4dd448fd-cbfe-4770-83f0-56554ca3ad1c · outbound

This paper cites Regulating bot speech.

Understanding and Mitigating Risks of Generative AI in Financial Services Regulating bot speech

Reference 45

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Observation 53d962b1-9677-440f-9b11-32dd34ac9483 · outbound

This paper cites Engineering a safer world: Systems thinking applied to safe ty.

Understanding and Mitigating Risks of Generative AI in Financial Services Engineering a safer world: Systems thinking applied to safe ty

Reference 46

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation cb18abbb-b71a-4622-9735-e8f8828d5490 · outbound

This paper cites Kaminski.

Understanding and Mitigating Risks of Generative AI in Financial Services Kaminski

Reference 47

Resolution
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.466769Z digest=sha256:f5b6cdf97bb2707f7cb8e8afc18619df591e4ddb6e3bc7d1a44e4a296705a77e

Observation 8785b914-ea53-42d6-9eca-154da97e13ba · outbound

This paper cites 31 cfr § 1023.320 - r eports by brokers or dealers in securities of suspicious transactions.

Understanding and Mitigating Risks of Generative AI in Financial Services 31 cfr § 1023.320 - r eports by brokers or dealers in securities of suspicious transactions

Reference 48

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9a7440c0-4f50-40f2-832e-6486e51bba9b · outbound

This paper cites Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.

Understanding and Mitigating Risks of Generative AI in Financial Services Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Reference 49

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source=pdf_text observed=2026-08-16T10:19:10.492413Z digest=sha256:a9ec9f8ddd63819805cd92f1ad4a91a3338432c3507d417a499951c53ad2137b

Observation ae1d27e0-db97-4e4c-9366-00dfdd06fcfe · outbound

This paper cites A Holistic Approach to Undesired Content Detection in the Real World.

Understanding and Mitigating Risks of Generative AI in Financial Services A Holistic Approach to Undesired Content Detection in the Real World

Reference 50

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source=pdf_text observed=2026-08-16T10:19:10.496545Z digest=sha256:535661e97a1acb90cdac138443261ac8a285ce3af685ee783636db62a32c9988

Observation 736cdec4-e9f5-45e6-9200-2cda70c1f3c5 · outbound

This paper cites Large language models in finance: A survey.

Understanding and Mitigating Risks of Generative AI in Financial Services Large language models in finance: A survey

Reference 51

Resolution
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Observation 5afa4e0e-fae2-4f17-aff8-cd2bad934eb3 · outbound

This paper cites A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges.

Understanding and Mitigating Risks of Generative AI in Financial Services A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 52

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source=pdf_text observed=2026-08-16T10:19:10.508186Z digest=sha256:ff6a3dfab55240523522c308f22a64ec3858c880afe5482367206f1b296081e7

Observation 4bd609f0-4210-4cda-ae11-23fcd2af9fd1 · outbound

This paper cites Stocktaking for the development of an ai incident defini- tion.

Understanding and Mitigating Risks of Generative AI in Financial Services Stocktaking for the development of an ai incident defini- tion

Reference 53

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doi_truncated, observed 2026-08-16T10:19:10.792552Z

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Observation 7274bb31-1592-4b6d-a7b1-a24fa5314456 · outbound

This paper cites Defining ai incidents and related terms.

Understanding and Mitigating Risks of Generative AI in Financial Services Defining ai incidents and related terms

Reference 54

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7a069109-377d-4571-b0b7-c8cbb97755d5 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Understanding and Mitigating Risks of Generative AI in Financial Services Gemma: Open Models Based on Gemini Research and Technology

Reference 55

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source=pdf_text observed=2026-08-16T10:19:10.500497Z digest=sha256:56f7840283daf42c250995a966f59aad7f990322dd3a6da04ab4a463a732ef0e

Observation 99db4ed1-55f3-43b7-939e-323149029f75 · outbound

This paper cites an unresolved cited work.

Understanding and Mitigating Risks of Generative AI in Financial Services Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-16T10:19:10.524928Z digest=sha256:f32d24df1446584f0bf9facfca95801ea4d19cabb1a577a60672bd567bde02d5

Observation 11fc6745-416f-4523-877e-cf715b0cf26f · outbound

This paper cites Gaps in the safety evaluation of gener- ative ai.

Understanding and Mitigating Risks of Generative AI in Financial Services Gaps in the safety evaluation of gener- ative ai

Reference 57

Resolution
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source=pdf_text observed=2026-08-16T10:19:10.529126Z digest=sha256:c9df3112460a696933c287c13e029ee12441322b808de1ddd09480170599f51a

Observation 5bbaf776-5e51-4957-b716-0c0a0b14838d · outbound

This paper cites Responsible innovation.

Understanding and Mitigating Risks of Generative AI in Financial Services Responsible innovation

Reference 58

Resolution
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.533568Z digest=sha256:ce66a4cc3a7440ed5c82b3e060f1889fa88a5fa4a64870675b780d544e676334

Observation 0f75e28c-cb4a-45ba-a4df-a034ca9f5db1 · outbound

This paper cites Ai in the financial sector: The line between innov ation, regulation and ethical responsibility.

Understanding and Mitigating Risks of Generative AI in Financial Services Ai in the financial sector: The line between innov ation, regulation and ethical responsibility

Reference 59

Resolution
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raw_fallback, observed 2026-08-16T10:19:11.648678Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 0d49ef5e-959e-4d1d-9825-87e813e6e5bf · outbound

This paper cites Artifi cial intelligence risk management framework (ai rmf 1.0), 2023.

Understanding and Mitigating Risks of Generative AI in Financial Services Artifi cial intelligence risk management framework (ai rmf 1.0), 2023

Reference 60

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 55c7ac80-3d33-436a-ad8c-a1fe9cf8932f · outbound

This paper cites Beware the gap: governance arrangements in the face of ai innovation.

Understanding and Mitigating Risks of Generative AI in Financial Services Beware the gap: governance arrangements in the face of ai innovation

Reference 61

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raw_fallback, observed 2026-08-16T10:19:11.635894Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.546944Z digest=sha256:db4ddf5730cff70922a8147e7149a01e0e4a9057ac14d899b2fb1e9dd1d62a6e

Observation ce5a98f4-79e1-4e51-9a5c-993bb07e2d42 · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 62

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bd43b729-f8b5-408f-864b-d6db08f9d188 · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 63

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1112810e-193a-47fa-91ae-739443af87b9 · outbound

This paper cites Securities and Exchange Commission (SEC).

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission (SEC)

Reference 64

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d1b9ea16-1886-4b4c-925c-989fd95649e0 · outbound

This paper cites Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts.

Understanding and Mitigating Risks of Generative AI in Financial Services Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Reference 65

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:19:10.542203Z digest=sha256:4f350e5b0dda45e5d81b18c014ec1747c7e03931d43ffd38bc44a0e264479aff

Observation 6ba09310-e18b-47df-ac00-c405cdfaa9fa · outbound

This paper cites Securities and Exchange Commission (SEC).

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission (SEC)

Reference 66

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raw_fallback, observed 2026-08-16T10:19:11.566421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 499155ef-3b87-41d4-a90e-115d88c195cb · outbound

This paper cites Selbst, Danah Boyd, Sorelle A.

Understanding and Mitigating Risks of Generative AI in Financial Services Selbst, Danah Boyd, Sorelle A

Reference 67

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.568878Z digest=sha256:d590f2701622967200128f790ffe6ff06e6712ae4075d831f198bce74c737264

Observation f9dcce1d-4b61-42e1-ba64-600ba1302714 · outbound

This paper cites Sociotechnical harms of algo- rithmic systems: Scoping a taxonomy for harm reduction.

Understanding and Mitigating Risks of Generative AI in Financial Services Sociotechnical harms of algo- rithmic systems: Scoping a taxonomy for harm reduction

Reference 68

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source=pdf_text observed=2026-08-16T10:19:10.572444Z digest=sha256:ac953032f5fd4512b3560f54af0010871b7981569c5caf6a30b71e6250913a66

Observation 0d03b0e5-4e34-441b-bdf5-c4ad5266bfe0 · outbound

This paper cites Model evaluation for extreme risks.

Understanding and Mitigating Risks of Generative AI in Financial Services Model evaluation for extreme risks

Reference 69

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source=pdf_text observed=2026-08-16T10:19:10.576400Z digest=sha256:0455a62d14ed747a69dd803bc4d49ec2a1eba699a9a08ae038f231181a624ea0

Observation 8370cd58-2ccd-4a53-bc5b-53d35dc614f0 · outbound

This paper cites Securities and Exchange Commission (SEC).

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission (SEC)

Reference 70

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.561786Z digest=sha256:5c4d9169464b4f4500ec782dcaec9116084d2208832684b3801f87dfbde83710

Observation 6bf0c4a8-f809-4124-91f8-699d66f46a3b · outbound

This paper cites Evaluating the Social Impact of Generative AI Systems in Systems and Society.

Understanding and Mitigating Risks of Generative AI in Financial Services Evaluating the Social Impact of Generative AI Systems in Systems and Society

Reference 71

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Unavailable: canonical work link unavailable.

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Observation 834a31f6-29c8-445f-aa1b-28af465fa0ec · outbound

This paper cites Regulation of investment advisers by the sec, Mar ch 2013.

Understanding and Mitigating Risks of Generative AI in Financial Services Regulation of investment advisers by the sec, Mar ch 2013

Reference 72

Resolution
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raw_fallback, observed 2026-08-16T10:19:11.527879Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d6a4ea32-cca8-49d2-a590-7250fade631c · outbound

This paper cites Devel oping a framework for responsible in- novation*.

Understanding and Mitigating Risks of Generative AI in Financial Services Devel oping a framework for responsible in- novation*

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.514962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.592109Z digest=sha256:226bef4792ee3d86f0d2b0027201ab9cdf74afc19d019a590b9e6bfa1c1bbe87

Observation 3fc47fe3-3657-430c-a33b-4b78160bd160 · outbound

This paper cites Ai ethics and systemic risks in fina nce.

Understanding and Mitigating Risks of Generative AI in Financial Services Ai ethics and systemic risks in fina nce

Reference 74

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raw_fallback, observed 2026-08-16T10:19:11.502320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.595727Z digest=sha256:2f0c1d6fd9de62df23027fa533d755f465a85c5bb4939274987a4e9ecf93d8fd

Observation ceb391e0-28db-4df3-bd66-6bdc0b2c1687 · outbound

This paper cites Process for adapt ing language models to society (P ALMS) with values-targeted datasets.

Understanding and Mitigating Risks of Generative AI in Financial Services Process for adapt ing language models to society (P ALMS) with values-targeted datasets

Reference 75

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raw_fallback, observed 2026-08-16T10:19:11.540435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.580228Z digest=sha256:ac94c0c52bba17f5fed22864d2e5d956b1ffa620e99647aa177bb6ef357c7cc3

Observation 377e81d5-726b-40a0-b13b-322061901284 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Understanding and Mitigating Risks of Generative AI in Financial Services LLaMA: Open and Efficient Foundation Language Models

Reference 76

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:19:10.603467Z digest=sha256:353d599484ba3ae64906fca2292c97087215b32fd3859788941de1dd0cc784ef

Observation f004c797-e8f7-4247-b256-2476ac4ebe93 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Understanding and Mitigating Risks of Generative AI in Financial Services Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 77

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:19:10.608070Z digest=sha256:edda53622248bfcce1a7fcec0d9a8616c6b99d4be17e3b2764ef5a9021b1837a

Observation 395d68ba-d97a-4a09-9a56-ab36e24ab42c · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 78

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verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.474519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.612171Z digest=sha256:1b377b8f75b1c71ebf03ea1de8cd45116361db4bb926c098ad63be740039239b

Observation d6b124bd-1734-4c01-88b5-ea7c6c64c62d · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 79

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raw_fallback, observed 2026-08-16T10:19:11.458143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.615765Z digest=sha256:483c26ff46e4972f5e7b630b12abfd13746f4a8ad5e7eacc7e282d3ce2d7ff2a

Observation a1fef46a-4912-478a-aef8-ab6a6c1178f7 · outbound

This paper cites Lessons from red teaming 100 gene rative ai products, 2025.

Understanding and Mitigating Risks of Generative AI in Financial Services Lessons from red teaming 100 gene rative ai products, 2025

Reference 80

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verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.489083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.599631Z digest=sha256:18954060fe87e24d21892d3bd5133f6d9adb63330983ce91a830f68655735bb5

Observation c470a45f-e928-4103-8c60-553e68bbdb5d · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 81

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verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.428643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.624353Z digest=sha256:6a01d99bb1d2d237417db66421f28e7e6c483dab2233344f3bfd6da9a79bd075

Observation 70bfffde-4e31-42ea-9913-77471e91cb67 · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.414294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.628593Z digest=sha256:c3600ceec20fe134c55baeb31df10732bed24d125186ad2bd6b69c150e7a2c2f

Observation 52583306-c714-4c04-bf0b-d616fcac4dc4 · outbound

This paper cites Securities and Exchange Commission (SEC).

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission (SEC)

Reference 83

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verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.400272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.632812Z digest=sha256:6714b3f8a5425ab7564d5851862c4276c00bab79b79d706b297d776ab11ef172

Observation 50562b47-a8c5-4f58-9739-85071edce185 · outbound

This paper cites Securities and Exchange Commission (SEC).

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission (SEC)

Reference 84

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verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.385549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.636924Z digest=sha256:475b463a0b7c33c0e1729f714cf29980ec150c2cc84f8ba23f6533cdcbf3bd03

Observation f041aee4-98ef-40eb-938f-de4ec7e363df · outbound

This paper cites Securities and Exchange Commission.

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.443269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.619872Z digest=sha256:f488550b1268aec38a1d92b651a7845702e6f88186e4e113261db0cd40650b10

Observation 27dd3b15-2888-42d0-b754-767239397de3 · outbound

This paper cites Operationalizing a threat model for red-teaming large language models (llms).

Understanding and Mitigating Risks of Generative AI in Financial Services Operationalizing a threat model for red-teaming large language models (llms)

Reference 86

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no resolver link, observed 2026-08-16T10:19:10.645698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:19:10.645698Z digest=sha256:319c38a9f523f0a1f778c6a814ef92e5a2b29b32cb98ab04d23c64b1370d45a8

Observation 5d9c669d-88a2-4ab6-b040-5600fbb75b70 · outbound

This paper cites Introducing v0.5 of the AI Safety Benchmark from MLCommons.

Understanding and Mitigating Risks of Generative AI in Financial Services Introducing v0.5 of the AI Safety Benchmark from MLCommons

Reference 87

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no resolver link, observed 2026-08-16T10:19:10.649842Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:19:10.649842Z digest=sha256:e754c93000c095210f3a85363cf60836aaf0c8a85b9669b547ed7ded68558602

Observation 83fc220b-85a1-4ad9-8152-0f4465d576dc · outbound

This paper cites Risk society revisited: Theory, polit ics and research programmes.

Understanding and Mitigating Risks of Generative AI in Financial Services Risk society revisited: Theory, polit ics and research programmes

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.356092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.654847Z digest=sha256:04d4e398842159e989c0661b1d6125c2f77c484b9c466f0b2e8834cae1055fae

Observation 2eea336d-983b-4997-8054-6a9a1dc73809 · outbound

This paper cites STAND-Guard: A Small Task-Adaptive Content Moderation Model.

Understanding and Mitigating Risks of Generative AI in Financial Services STAND-Guard: A Small Task-Adaptive Content Moderation Model

Reference 89

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:19:10.658430Z digest=sha256:a775304e63bed6726dea53a92d8b3a7e13e8cf2b49ba814c649eb4b8fd714355

Observation 71b3d5ad-846f-4cd2-a43c-37fd67b7e154 · outbound

This paper cites Securities and Exchange Commission (SEC).

Understanding and Mitigating Risks of Generative AI in Financial Services Securities and Exchange Commission (SEC)

Reference 90

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raw_fallback, observed 2026-08-16T10:19:11.370079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.641417Z digest=sha256:8d2826d6c211aaa936b0c945574ddc70cfbef50b455d172fd0a37023b2f2cd00

Observation 9dc04d45-3be3-4b78-bee4-635815c5f0dc · outbound

This paper cites Ethical and social risks of harm from Language Models.

Understanding and Mitigating Risks of Generative AI in Financial Services Ethical and social risks of harm from Language Models

Reference 91

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:19:10.665497Z digest=sha256:6baa651d569a136ca05f0868be58d110a32a8c054254e5229c6db6dbcd6dda5f

Observation a7bb3a5f-3a33-4c36-9547-c69d2d051342 · outbound

This paper cites Sociotechnical Safety Evaluation of Generative AI Systems.

Understanding and Mitigating Risks of Generative AI in Financial Services Sociotechnical Safety Evaluation of Generative AI Systems

Reference 92

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:19:10.669245Z digest=sha256:c6955cf44138a87f25eb6fed353d38d45382c7380fd2eada219615cda084e1a9

Observation ab0e0de5-8bef-43d9-bb60-5faa37dcba8b · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Understanding and Mitigating Risks of Generative AI in Financial Services BloombergGPT: A Large Language Model for Finance

Reference 93

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:19:10.673689Z digest=sha256:0c616e296b61980d460f5f60493b09bdd41b0006d45ad316a6e23ffa24957fd3

Observation 2e2a745a-d8c1-4479-8d57-b67787a2d89b · outbound

This paper cites F inGPT: Open-source financial large language mod- els.

Understanding and Mitigating Risks of Generative AI in Financial Services F inGPT: Open-source financial large language mod- els

Reference 94

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source=pdf_text observed=2026-08-16T10:19:10.677580Z digest=sha256:6053b40e4d6a4d4df130af72d434c7d26a4edf2648e382e639a5a10e7b75559b

Observation 9a405297-5f17-4889-a863-d7f9340c9cd6 · outbound

This paper cites Do-not-answer: Evaluating safe- guards in LLMs.

Understanding and Mitigating Risks of Generative AI in Financial Services Do-not-answer: Evaluating safe- guards in LLMs

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.342951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.662096Z digest=sha256:86f9ff283285908a66660951fee44a7c613ef88c56d8e149ff8fa169317220d0

Observation f9e1ef7f-6fac-4dee-bf8e-581bcfb2a707 · outbound

This paper cites ShieldGemma: Generative AI Content Moderation Based on Gemma.

Understanding and Mitigating Risks of Generative AI in Financial Services ShieldGemma: Generative AI Content Moderation Based on Gemma

Reference 96

Resolution
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no resolver link, observed 2026-08-16T10:19:10.684777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:19:10.684777Z digest=sha256:2901ff0cd3e03ce08d0151db26bec1b175ced150655e4a840afa65703f3dd3ed

Observation 71f52e37-6b29-4ead-a093-6c32908639dc · outbound

This paper cites RigorLLM: Resilient guardrails for large language models against undesired con tent.

Understanding and Mitigating Risks of Generative AI in Financial Services RigorLLM: Resilient guardrails for large language models against undesired con tent

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:19:11.329627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.681185Z digest=sha256:40d46b24bf225fafc2ff6c5583cd0923bd63b7b40810981a2b674e879f7efaef

Observation 2cf149c9-f332-4449-954f-a8b131cf93af · outbound

This paper cites an unresolved cited work.

Understanding and Mitigating Risks of Generative AI in Financial Services Unresolved cited work

Reference 2018

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raw_fallback, observed 2026-08-16T10:19:11.879147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.425942Z digest=sha256:31c5b08025de83bd46a5411534d4222c0183238e5fbf7dadbb59e8d705f7be4d

Observation 22c9e370-c8ba-4f7a-ae2c-6e1281782cae · outbound

This paper cites Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling.

Understanding and Mitigating Risks of Generative AI in Financial Services Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling

Reference 2021

Resolution
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no resolver link, observed 2026-08-16T10:19:10.333705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:19:10.333705Z digest=sha256:d1b319be2d0c4782a70fc6afa2319da9fe2ed521c2d8469bfd07919420b39804

Observation e92432e0-daf7-48e9-9586-b5becd6323bd · outbound

This paper cites an unresolved cited work.

Understanding and Mitigating Risks of Generative AI in Financial Services Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:19:11.726111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:19:10.504422Z digest=sha256:aecc539dd0ad494ec6025d89ba92857ea16bebc1ef1f035c109bd465bfba1e3e

Observation 898c7fb0-d64d-40d3-abda-f2ef32b13839 · outbound

This paper cites Regulations for communications with the public, covering content standard s for broker-dealers.

Understanding and Mitigating Risks of Generative AI in Financial Services Regulations for communications with the public, covering content standard s for broker-dealers

Reference 2025

Resolution
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no resolver link, observed 2026-08-16T10:19:10.388276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:19:10.388276Z digest=sha256:94fb505189428fcfa5dc7e72273749249270a854fb38ab6d463cc215c00e222b

Pith citing papers

No inbound Pith citation observations are available.