Unknown Unknowns: Why Hidden Intentions in LLMs Evade Detection

Devansh Srivastav, David Pape, Lea Schönherr

LLMs are increasingly embedded in everyday decision-making, yet their outputs can encode subtle, unintended behaviours that shape user beliefs and actions. We refer to these covert…