The emergence of large language models (LLMs) has sparked the possibility of Artificial Superintelligence (ASI), a hypothetical AI system surpassing human intelligence.
Superalignment addresses the challenge of aligning AI systems with human values and safety requirements at superhuman levels of capability.
This survey examines scalable oversight methods and potential solutions for superalignment, including the concept of ASI, challenges, and limitations of current alignment paradigms.
The survey also discusses key challenges and proposes pathways for the safe and continual improvement of ASI systems.