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Qi-Chen Huang

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#artificial intelligence Preprint Sep 2026

VACE: Validation-Gated Alternating Co-Evolution of Agent Models and Harnesses

Language model agents can be improved by updating their model weights or refining the harness that guides task execution. These components are coupled: weight updates change how the model uses the harness, while harness updates change the trajectories used for training. We propose VACE, Validation-Gated Alternating CoE...

Jie-Xing Qi, Yu He, Jun Liu et al. · 0 citations

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