Author

Zae Myung Kim

University of Minnesota Twin Cities

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Preprint Aug 2026

Meta$^n$: Recursive Self-Improvement through Emergent Depth

Meta, which keeps the meta-operation fixed and recurses on its input instead, outperforms prior self-improving agents on all eight benchmark families and outperforms prior self-improving agents on all eight benchmark families.

Zae Myung Kim, Young-Jun Lee, Seungyeon Jwa et al. · 2 citations