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George D. Montañez

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#artificial intelligence Preprint Sep 2026

Answer-Distribution Trajectories: A Stochastic-Dynamics View of LLM Reasoning

This work introduces answer-distribution trajectories, a stochastic-dynamics-inspired representation that tracks the model's full predictive distribution over answers as reasoning unfolds, and suggests that answer-distribution trajectories provide a rich framework for analysing and evaluating the dynamics of LLM reason...

M. Catala, Haitz Sáez de Ocáriz Borde, D. Murari et al. · 1 citation

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