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Joshua Batson

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Jailbreaking Jailbreaks: A Proactive Defense for LLMs

P RO A CT represents an orthogonal defense strategy that serves as an additional guardrail to enhance LLM safety against the most effective attacks.

Wei-Liang Zhao, Daniel Ben-Levi, Jinjun Peng et al. · 1 citation
Jul 2026

Verbalizable Representations Form a Global Workspace in Language Models

Evidence that an analogous functional distinction has emerged in large language models is presented, showing that language models maintain a small, privileged set of representations bearing some of the functional hallmarks of conscious access, and that decoding these representations sheds light on ongoing cognitive pro...

Wes Gurnee, Nicholas J. Sofroniew, Adam Pearce et al. · 40 citations · ⚡6

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