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Machine Learning Anti-Money Laundering

Troutman Pepper

U.S. Senator Rounds Introduces Legislation Aimed at Fostering AI Innovation in the Financial Services Industry

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On August 27, U.S. Senator Mike Rounds (R-SD) introduced the “Unleashing AI Innovation in Financial Services Act” (S. 4951), a bill aimed at fostering artificial intelligence (AI) innovation within the financial services...more

Ballard Spahr LLP

Treasury Issues RFI on Use of AI in Financial Services

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After several years of monitoring and reporting on artificial intelligence (AI) in financial services, the U.S. Department of Treasury (Treasury) has embarked on initial rulemaking efforts and issued a request for information...more

Thomas Fox - Compliance Evangelist

Anti-Money Laundering in the Age of AI

In a recent episode of the podcast Innovation in Compliance, I had the pleasure of speaking with Jennifer Arnold, a leading expert in anti-money laundering (AML) and the co-founder of Minerva, a cutting-edge investigation and...more

Ballard Spahr LLP

Treasury Issues Request for Information on Use of AI in Financial Services

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The U.S. Department of the Treasury (“Treasury”) has released a Request for Information on the Uses, Opportunities, and Risks of Artificial Intelligence (“AI”) in the Financial Services Sector (“RFI”).  Written comments are...more

J.S. Held

AI in Fraud Investigations, Trends in International Financial Crimes & Fraud in ESG Matters: Perspectives From Spain

J.S. Held on

Forensic services in Spain are robust, but still have room for growth compared to other markets, especially with respect to the market in the United Kingdom. Growth in the legal marketplace will come through the proliferation...more

Womble Bond Dickinson

Enhancing Trade-Based Money Laundering Detection: Retrieval-Augmented Generation and Semantic Search Technologies

Womble Bond Dickinson on

This article explores the application of retrieval-augmented generation combined with semantic search technologies in the detection of trade-based money laundering (TBML). Retrieval-augmented generation combined with semantic...more

Guidepost Solutions LLC

Investment Advisers and Generative AI

Start Planning Now to Reduce Your Increased Money Laundering, Sanctions, and Conflicts of Interest Risks The introduction and use of generative artificial intelligence (GenAI) and predictive data analytics (PDAs) by...more

Ballard Spahr LLP

OCC Risk Perspective Report Focuses on Third-Party Relationships with Fintechs

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In its Fall 2023 Semiannual Risk Perspective, published on December 7, the Office of the Comptroller of the Currency (“OCC”) reported on key issues facing the federal banking system. In evaluating the overall soundness of...more

Troutman Pepper

The Uses and Risks of AI in BSA/AML Compliance: Navigating the Future of Financial Crime Prevention

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In the realm of financial crime prevention, the adoption of generative artificial intelligence (AI) technologies has the potential to revolutionize Bank Secrecy Act (BSA) and Anti-Money Laundering (AML) compliance. AI offers...more

Ballard Spahr LLP

Building the Engine Alongside the Brakes: Acting Comptroller Hsu’s Remarks Discuss Impact of Artificial Intelligence and...

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On June 16, 2023, Michael J. Hsu, Acting Comptroller of the Currency made remarks to the American Bankers Association (“ABA”) Risk and Compliance Conference in San Antonio, Texas. In his remarks, Hsu discussed both the...more

American Conference Institute (ACI)

[Event] 22nd Annual Canadian Forum on Anti-Money Laundering and Financial Crime - June 7th - 8th, Toronto, Ontario, Canada

AML compliance for reporting entities has never been of greater critical importance than it is today. With the growing sophistication of criminals and the methods and technologies that they employed, combined with the...more

Ankura

Factors to Be Considered by Financial Organizations for an Effective Transactional Monitoring System

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The rising incidence of financial crime continues to haunt financial institutions globally. As per a recent industry report, more SARs (suspicious activity reports) were filed by ~80% of the firms in 2021. COVID-19 pandemic...more

Venable LLP

Keeping up with Anti-Money Laundering Rules

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In 1970, Congress passed the Currency and Foreign Transactions Reporting Act, commonly known as the “Bank Secrecy Act” (BSA). The BSA is often referred to as an “anti-money laundering” (AML) law or jointly as “BSA/AML.” The...more

Venable LLP

Hot Topics in Artificial Intelligence, Machine Learning, and Alternative Data in Financial Services

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Todays Discussion - ..CFPB and Regulator Leadership Set the Agenda. ..What is AI, Machine Learning, and Alternative Data? ..Key Areas of Regulatory Risk. ..Fair Lending. ..Marketing / Lead Generation. ...more

K2 Integrity

[Webinar] Fighting Financial Crime Effectively through Federated Machine Learning - November 18th, 11:00 am - 12:00 pm EST

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Over 95% of Anti Money Laundering (AML) alerts are false positives. Despite this, today’s under-staffed and under-resourced institutions continue to use outdated, reactive, and expensive systems for AML monitoring. This...more

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