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A Regulatory Governance Framework for AI-Driven Financial Fraud Detection in U.S

BACKGROUND
1 SIGNALFIRST DETECTED 7 May 2026
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How the story developed
Other feeds and industry voices
10 Sept
Cyber-Financial Contagion: Modeling the Propagation of an AI Vendor Compromise Through the Banking System

arXiv:2609.10350v1 Announce Type: new Abstract: The banking system now depends on a small set of shared artificial intelligence vendors for fraud screening, credit decisioning,

REPORT · HOW · ArXiv CS.AIOPEN STORY
25 Mar
Benchmarking Multi-Agent LLM Architectures for Financial Document Processing: A Comparative Study of Orchestration Patterns, Cost-Accuracy Tradeoffs and Production Scaling Strategies

arXiv:2603.22651v1 Announce Type: new Abstract: The adoption of large language models (LLMs) for structured information extraction from financial documents has accelerated

REPORT · WHAT · ArXiv CS.AIOPEN STORY
20 Aug
FraudBench: Stress-Testing Policy-Grounded Banking Agents Against Adaptive Fraud

arXiv:2608.18136v1 Announce Type: new Abstract: Conversational agents now act for end users through tools while holding access to customer databases and internal policy documents

REPORT · WHAT · ArXiv CS.AIOPEN STORY
1 May
The Two Boundaries: Why Behavioral AI Governance Fails Structurally

arXiv:2604.27292v1 Announce Type: new Abstract: Every system that performs effects has two boundaries: what it can do (expressiveness) and what governance covers (governance). In

REPORT · WHAT · ArXiv CS.AIOPEN STORY
6 May
CyberAId: AI-Driven Cybersecurity for Financial Service Providers

arXiv:2605.01892v1 Announce Type: new Abstract: European financial institutions face mounting regulatory pressure while their security operations centres remain constrained not by

REPORT · WHAT · ArXiv CS.AIOPEN STORY
26 Mar
CN-Buzz2Portfolio: A Chinese-Market Dataset and Benchmark for LLM-Based Macro and Sector Asset Allocation from Daily Trending Financial News

arXiv:2603.22305v1 Announce Type: cross Abstract: Large Language Models (LLMs) are rapidly transitioning from static Natural Language Processing (NLP) tasks including sentiment

REPORT · WHAT · ArXiv CS.AIOPEN STORY
31 Mar
Transparency as Architecture: Structural Compliance Gaps in EU AI Act Article 50 II

arXiv:2603.26983v1 Announce Type: new Abstract: Art. 50 II of the EU Artificial Intelligence Act mandates dual transparency for AI-generated content: outputs must be labeled in

REPORT · HOW · ArXiv CS.AIOPEN STORY
8 Apr
From Governance Norms to Enforceable Controls: A Layered Translation Method for Runtime Guardrails in Agentic AI

arXiv:2604.05229v1 Announce Type: new Abstract: Agentic AI systems plan, use tools, maintain state, and produce multi-step trajectories with external effects. Those properties

REPORT · HOW · ArXiv CS.AIOPEN STORY
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