Knowing but Not Correcting: Routine Task Requests Suppress Factual Correction in LLMs

Zixuan Chen, Hao Lin, Zizhe Chen +6

LLMs reliably correct false claims when presented in isolation, yet when the same claims are embedded in task-oriented requests, they often comply rather than correct. We term this…