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Why It Matters
Financial institutions are beginning to deploy agentic workflows in credit, fraud, collections, compliance, and operational control.
Provenance
Discovered via ArXiv and published by ArXiv.
Key Claims
Original description
Financial institutions are beginning to deploy agentic workflows in credit, fraud, collections, compliance, and operational control. Governance remains largely component-centric: each model or agent is specified, tested, authorized, and monitored locally. That is insufficient when institutional risk arises from the joint behavior of many locally acceptable components. We call this gap constitutional non-compositionality: local compliance checks need not compose into acceptable collective outcomes such as bounded disparate impact, market integrity, or traceable accountability. We propose ARIA a...
Discovered via ArXiv
Research papers and preprints from arXiv.
Publisher: arxiv.org
ID: http://arxiv.org/abs/2609.27994v1 · Indexed about 2 hours ago