AI × CryptoBullisharXiv – CS AI · Apr 77/10
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Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
Researchers introduce the Agentic Risk Standard (ARS), a payment settlement framework for AI-mediated transactions that provides contractual compensation for agent failures. The standard shifts trust from implicit model behavior expectations to explicit, measurable guarantees through financial risk management principles.