SPINE: Measuring LLM Sycophancy under Sustained Multi-Turn Pressure.

arXiv:2609.09090v2 Announce Type: replace-cross Abstract: Large language models (LLMs) may abandon correct positions when users push back, exhibiting a failure mode known as sycophancy. Existing evaluations typically use short, prespecified conversations and m