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Ananya Malik

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#artificial intelligence Preprint Oct 2026

Extracting Persona Subspaces Through Iterative Nullspace Projection For Modulation

Modulation is introduced as a setting where the persona context is already embedded in the content being manipulated, requiring control methods to amplify or suppress a trait already present rather than inject it from scratch.

Ananya Malik, Mai Elsherief · 0 citations