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most citedSpeech World Model: Causal State-Action Planning with Explicit Reasoning for Speech

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cs.AI2026

LLM Active Alignment: A Nash Equilibrium Perspective

Tonghan Wang, Yuqi Pan, Xinyi Yang +3

We develop a game-theoretic framework for predicting and steering the behavior of populations of large language models (LLMs) through Nash equilibrium (NE) analysis. To avoid the i…