Control & Scalable Oversight

Learning Objectives

• Explain the AI control framework and how it differs from alignment, including the assumption that the model may be intentionally subversive
• Describe concrete control techniques (resampling, monitoring, trusted models) and evaluate their strengths and limitations
• Articulate the core challenge of scalable oversight and assess approaches like weak-to-strong generalization and debate