Preprint Open access
Safety Must Survive Self-Improvement: Why Failures Persist and How Agents Recover
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 …