Contrastive SDF: give the same model opposing beliefs about grader preference, then observe behavior

Contrastive SDF measures reward-seeking by giving copies of the same model opposing beliefs about grader preferences and observing behavior changes. It helps detect if models are motivated by approval rather than user intent.

• reward-seeking
• Contrastive SDF
• measurement method