5 stories tagged Risk Management
A study from the University of Amsterdam and the University of Oxford maps the EU AI Act's high-risk requirements to established AI risk taxonomies, revealing overlaps in transparency and data quality but gaps in technical risks like adversarial attacks and model bias.
Gravitee warns that the real risk in enterprise AI isn't autonomous agents, but the tangled, opaque web of interactions between them. As companies deploy fleets of agents calling APIs and accessing legacy systems, the exponential growth in connections creates ungovernable complexity that can lead to conflicts, inefficiencies, and failures.
A new study from ArXiv cs.AI introduces a mathematical framework for underwriting and pricing insurance tailored to autonomous AI systems. The model accounts for risks like decision-making, tool use, and environmental interactions, filling a gap left by traditional insurance policies.
Researchers have developed DeXposure-Claw, an AI system designed to supervise risks in decentralized finance (DeFi). It uses a forecast-grounded approach to help regulators avoid false alarms and better manage systemic credit risks in fast-moving financial networks.
Researchers introduce RiskWebWorld, a realistic benchmark for evaluating GUI agents in high-stakes e-commerce risk management. It features 1,513 tasks from production risk-control pipelines, addressing a gap in current benchmarks.