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Arxiv

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Image Credit: Arxiv

The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment

  • 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.

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