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Cyber insurers are adapting their policies to address emerging risks from rogue AI agents, reflecting broader industry changes in response to AI advancements.
This paper develops an AI-native framework for underwriting, pricing, and contract design for agentic AI deployments, representing each deployment by a risk state and formulating a contract-design problem over premiums, deductibles, and governance obligations.