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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

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Areeb Ahmad

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#machine learning Preprint Oct 2026

Every Ablation Is a Dose: Counterweights and the Semblance of Self-Repair

Ablate a component of a language model, and other components often appear to adjust and compensate. This phenomenon, termed self-repair, has been observed repeatedly, but its mechanism remains unclear. The most systematic study to date concluded that self-repair is noisy and unlikely to have a single explanation. We ar...

Areeb Ahmad, Pratinav Seth, Vinay Kumar Sankarapu · 0 citations

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