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Open access 2026

Mathematical Methods and Algorithms for Large Language Model Token Optimization in Modern Agentic Artificial Intelligence Enterprise Systems

A unified mathematical and algorithmic account of token optimization across four levels of the stack: subword tokenization, prompt compression, key value cache management, and agent loop context governance is presented.

S. S · 0 citations

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