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SF-Foundation  submitted a paper 5 days ago
Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails
zhangjiaxin2012  submitted a paper 5 months ago
The Illusion of Certainty: Decoupling Capability and Calibration in On-Policy Distillation
zhangjiaxin2012  submitted a paper 8 months ago
From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models
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Papers

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

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Saleforce 's papers 3