most citedStochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

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cs.CL2026

Neural FOXP2 -- Language Specific Neuron Steering for Targeted Language Improvement in LLMs

Anusa Saha, Tanmay Joshi, Vinija Jain +2

LLMs are multilingual by training, yet their lingua franca is often English, reflecting English language dominance in pretraining. Other languages remain in parametric memory but a…