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S. Karande

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#artificial intelligence Preprint Aug 2026

Alignment Faking Depends on the Value, Not Just the Model

It is argued that compliance survives a change in perceived oversight is a property of the model--value pairing, not of the model alone, and value-dependent: whether compliance survives a change in perceived oversight is a property of the model--value pairing, not of the model alone.

Manodeep Ray, Vivek Srivastava, S. Karande et al. · 0 citations

Democratic ICAI: Debating Our Way to Steering Principles from Preferences

Democratic ICAI is introduced, a novel approach that gathers multiple competing rationales through structured persona debate, offering a broader and more expressive account of the factors influencing each comparison and improves average preference prediction across tasks relative to deliberative prompting and principle...

Kevin Kingslin, Anish Natekar, Ashutosh Ranjan et al. · 1 citation

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