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The Irreversibility Budget: Fleet-Level Risk Accounting and Admission Control for Agent Operating Systems
Fleets of LLM agents now externalize effects that cannot be fully undone: they move money, deploy code, delete data, and disclose information. Current controls check one effect at a time, so a fleet of individually authorized agents can overdraw its principal's risk under a shared trigger while ever
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