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White Paper
Jeremy Andrews - October 27, 2025
Beyond the Magic: How LLMs Actually Work
The purpose of this paper is to demystify LLMs: from the mathematical foundations of language representation to the complex behaviors that arise when these models operate at scale. By examining how LLMs learn, reason, and generate language, readers gain insight into both the opportunities and limitations of modern AI systems.
