Preprint Open access
The Fragility of Trigger-Tag Mechanisms for Misuse Detection in Open-Weight LLMs
Open-weight language models can be downloaded, modified, and deployed beyond their developers' control, limiting the effectiveness of centrally enforced safeguards. Recent work has therefore proposed \emph{trigger-tag} mechanisms that produce a detectable signal when a model is used under a target condition, such as ge …