Steering Role Confusion

New research suggests that prompt injection attacks succeed because AI models get confused about who is giving a command. As LessWrong reports, researchers used activation steering to prove that when a model's internal representation of a text shifts toward a trusted user role, the model is significantly more likely to comply with malicious instructions. This finding provides causal evidence that manipulating these latent role representations can directly drive a model to ignore its safety guardrails.

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