Author

Tianyu Fan

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Preprint Aug 2026

HELIX: Model-Harness Co-evolution for Recursive Self-Improvement

HELIX provides an auditable interface for studying model-harness co-evolution for recursive self-improvement and expands current capability and creates learning signal for the next model; model updates motivate the next round of harness evolution.

Tianyu Fan, Chao Huang · 1 citation