arXiv:2512.05356cs.AI2025-12被引 8

让人类与AI协作进化,共同实现更安全的超级智能。

AI & Human Co-Improvement for Safer Co-Superintelligence

  • 构建人机协同研究闭环,推动AI与人类共同成长。
  • 通过协作加速AI研发,同时提升双方安全性。
  • 适合关注安全可控AI发展的研究者与实践者。

自改进是当前人工智能领域的热门目标,但充满风险且难以快速实现。我们主张,对人类而言更可行且更优的目标是最大化共进化:即人类研究人员与AI协同合作,共同实现共超级智能。具体而言,聚焦于提升AI系统与人类研究人员协作开展AI研究(从构想到实验)的能力,以加速AI研究进程,并通过这种共生关系使人工智能和人类均具备更安全的超级智能。将人类研究能力的提升纳入循环,不仅能更快实现目标,也更为安全。

原文摘要 · Abstract (English)

Self-improvement is a goal currently exciting the field of AI, but is fraught with danger, and may take time to fully achieve. We advocate that a more achievable and better goal for humanity is to maximize co-improvement: collaboration between human researchers and AIs to achieve co-superintelligence. That is, specifically targeting improving AI systems' ability to work with human researchers to conduct AI research together, from ideation to experimentation, in order to both accelerate AI research and to generally endow both AIs and humans with safer superintelligence through their symbiosis. Focusing on including human research improvement in the loop will both get us there faster, and more safely.

人机协作超级智能安全演化

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