Phillip Wallis
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126
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2026
LiSA: Lifelong Safety Adaptation via Conservative Policy Induction
LiSA introduces a conservative policy induction framework that enhances fixed AI guardrails by converting sparse, noisy failure reports into reusable, generalized policies, significantly improving safety in real-world deployment.
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