Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails
Paper • 2609.09134 • Published • 10
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Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails
From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models