A study titled 'Detecting and Controlling Sycophancy with Cascading Linear Features' was published on June 26, 2026, in ArXiv AI.
The research emphasizes the importance of contrastive samples in demonstrating both desired and undesired behaviors of AI models.
It introduces a novel approach involving cascading linear features aimed at enhancing the control over model behaviors.