Areeb Ahmad

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Interpretability & Mechanistic Interp (1)Scalable Oversight & Alignment Theory (1)

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Pratinav Seth (1)Vinay Kumar Sankarapu (1)

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Oct 1, 2026

Areeb Ahmad +21w ago·also Affiliation:, AryaXAI (Arya.ai), Manipal Institute of Technology

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

Language model "self-repair" is a predictable consequence of pre-existing counterweight mechanisms, not emergent compensation, governed by an affine law.

Areeb Ahmad, Pratinav Seth, Vinay Kumar Sankarapu

Interpretability & Mechanistic Interp Scalable Oversight & Alignment Theory

Areeb Ahmad

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Areeb Ahmad

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)