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Research

Explainable AML Triage with LLMs: Evidence Retrieval and Counterfactual Checks

LLMs can handle Anti-Money Laundering transaction triage with full explainability using evidence retrieval and counterfactual checks—bridging AI capability with financial compliance requirements.

Thursday, April 23, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

ArXiv preprint presents research on using LLMs for Anti-Money Laundering transaction triage with explainability mechanisms. The approach combines evidence retrieval and counterfactual checks to enable interpretable AML compliance decisions.

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