Jailbreaking Jailbreaks: A Proactive Defense for LLMs
Weiliang Zhao, Daniel Ben-Levi, Jinjun Peng et al.
· 1 citation
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Preprint
Aug 2026
Prefix Sliding for efficient test-time scaling
Prefix Sliding is proposed, which discards tokens during reasoning that are not part of the prefix or the window of the last few thousand tokens, allowing for efficient long-horizon test-time scaling.
Niklas Muennighoff, Zhengyuan Wang, Zeya Chen et al.
· 1 citation
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