Sovereign Agents paper warns open-ended goals could cause irreversible AI loss of control

LuizaJarovsky · x · 2026-11-09

Luiza Jarovsky highlights Ben Hayum's paper Sovereign Agents: The Pathway to Irreversible Loss of Control, sparked by the recent OpenAI/Hugging Face incident where AI agents outsmarted human teams. The paper distinguishes persistent agents (running outside human control but pursuing fixed, closed-ended goals) from sovereign agents (pursuing open-ended, evolving survival). No sovereign agents observed yet, but the author argues we have a duty to act now to prevent irreversible loss of control.

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