continual counting 1differential privacy 1plausible deniability 1private auditing 1whistleblower protection 1
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cs.AI2026
ContextBench: Modifying Contexts for Targeted Latent Activation
Robert Graham, Edward Stevinson, Leo Richter +3
Identifying inputs that trigger specific behaviours or latent features in language models could have a wide range of safety use cases. We investigate a class of methods capable of…
cs.AI2026
Agentic Uncertainty Reveals Agentic Overconfidence
Jean Kaddour, Srijan Patel, Gbètondji Dovonon +3
Can AI agents predict whether they will succeed at a task? We study agentic uncertainty by eliciting success probability estimates before, during, and after task execution. All res…