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Scaling Inherently Interpretable Language Models

Source
Guide Labs Team, Andreas Madsen, Aya Abdelsalam Ismail, Giang Nguyen, Isaac Plant, Muawiz Chaudhary, Nathaniel Monson, Saqib Azim, Zhichen Guo, Julius Adebayo
Author
Guide Labs Team, Andreas Madsen, Aya Abdelsalam Ismail, Giang Nguyen, Isaac Plant, Muawiz Chaudhary, Nathaniel Monson, Saqib Azim, Zhichen Guo, Julius Adebayo
Date
Why it matters

If interpretability scales with capability rather than against it, debugging a model's behavior by attribution and steering becomes a practical production workflow instead of a research-only exercise.

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