Large Language Models as Markov Chains

The article likely discusses the mathematical underpinnings of LLMs, framing them as probabilistic models where the next word is predicted based on the preceding words, similar to a Markov chain. This perspective highlights the sequential nature of language generation and the statistical approach LLMs employ.