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#artificial intelligence Preprint Oct 2026

Reasoning-Token Spikes Under Prompted Untruthful Responses in Large Language Models

These findings show that explicitly prompted untruthful response policies can produce robust group-level differences in test-time reasoning-token use, and are a proof of concept that reasoning-token count can serve as a simple, content-independent black-box candidate signal for differentiating untruthful from truthful...

Maverick Morales, T. Dominik, Vermut Gao et al. · 0 citations
#artificial intelligence Preprint Oct 2026

First-Order Steering: Translating Weight Adaptation into Activation Steering

This work introduces First-Order Steering, a formulation of activation steering as a first-order approximation of weight update matrices parameterized by a vector of steering strengths, and develops a novel model merging procedure, HeRD-Merging, which minimizes the first-order approximation error terms to enable higher...

Sri Pranav Kunda, Alexander Kurz, T. Dominik et al. · 0 citations

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