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Kaiqu Liang

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نسخة أولية وصول مفتوح

Safety Must Survive Self-Improvement: Why Failures Persist and How Agents Recover

Yunbei Zhang, Janet Wang, Saiyue Lyu وآخرون · 2026

Recursive self-improvement (RSI) allows agents to carry useful changes across generations. Maintaining safety across these generations involves both preventing unsafe behavior from persisting and enabling recovery when failures occur. We study these challenges through a controlled testbed of stateful authorization task …

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