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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Samyak Shrestha

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Preprint Aug 2026

Rethinking Privileged Information in On-Policy Self-Distillation

It is found that stronger alignment attributable to the correct reference does not reliably coincide with a greater performance benefit from the reference, and performance gains and distributional alignment alone cannot determine how privileged reference information contributes to student learning in OPSD.

Samyak Shrestha, Alexander Tessier · 0 citations

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