DeXposure-Claw: An Agentic System for DeFi Risk Supervision
Researchers introduce DeXposure-Claw, an AI-powered supervision system designed to monitor DeFi credit risks by combining graph time-series forecasting with structured evidence gates to reduce false alarms in regulatory decision-making. The system includes a new evaluation benchmark aligned with regulatory standards, validated on five years of real blockchain data.

