Frontier Curriculum and Adaptive Test-Time Compute for Efficient RLOO
Marco Vizcarra, Andy Kim
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Preprint
Jul 2026
ToxScreen: Detecting Whether an LLM Has Been Poisoned
No method reliably surfaces every backdoor, but a broadly jailbreakable model is itself anomalous, a useful signal even when the exact trigger is not recovered, allowing defenders to filter jailbreaks.
A. Hughes, N. Xing, Collin Francel et al.
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