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Joseph Miller

2 accepted papers

2026

ContextBench: Modifying Contexts for Targeted Latent Activation and Behaviour Elicitation

ICLR 2026poster

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 generating targeted, linguistically fluent inputs that activate specific latent features or elicit model behaviours. We…

Cited by 0SourcecodeScholar
2023

Adversarial Policies Beat Superhuman Go AIs

ICML 2023oral

We attack the state-of-the-art Go-playing AI system KataGo by training adversarial policies against it, achieving a >97% win rate against KataGo running at superhuman settings. Our adversaries do not win by playing Go well. Instead, they trick KataGo into making serious blunders. Our attack transfer…

Cited by 40SourcePDFScholar