Beyond the Black Box: A Statistical Model for LLM Reasoning and Inference

Siddhartha Dalal, Vishal Misra

This paper introduces a novel Bayesian learning model to explain the behavior of Large Language Models (LLMs), focusing on their core optimization metric of next token prediction.…