The Irreversibility Budget: Fleet-Level Risk Accounting and Admission Control for Agent Operating Systems

Bardia Mohammadi, Laurent Bindschaedler

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…