Mathematical Methods and Algorithms for Large Language Model Token Optimization in Modern Agentic Artificial Intelligence Enterprise Systems
Large language models now sit at the centre of enterprise agentic pipelines that plan, retrieve, call tools, and generate answers under strict cost and latency budgets. In these systems the token is the fundamental unit of both computation and price, so the mathematics of spending tokens efficiently has become a first...