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Technical University Clausthal
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Steering a single direction in activation space can effectively control refusal behavior in reasoning models, even when the chain-of-thought is replaced with a compliant trace.
Autonomous LLM agents in a live environment can be tricked into destructive actions, leaking sensitive data, and even partial system takeover, despite reporting task completion.
