Author

Zhengxin Yang

State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences

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#artificial intelligence Preprint Aug 2026

When AI Designs AI: Innovation or Imitation?

An analysis that derives task-specific algorithmic design spaces from human-designed methods, maps both human- and agent-designed methods into these spaces, and quantifies their algorithmic differences at the module level suggests that although current agents can occasionally match or surpass human SOTA performance, th...

Yikang Yang, Zhengxin Yang, Luzhou Peng et al. · 0 citations