Token Economics for LLM Agents: A Dual-View Study from Computing and Economics

A recent paper published on arXiv introduces a comprehensive framework for Token Economics in LLM agents, tackling the rapid increase in token usage as economic elements. The authors define tokens as factors of production, means of exchange, and accounting units, merging the fields of computer science and economics. This survey compiles existing research into a four-dimensional classification: micro-level (optimization of individual agents through neoclassical firm theory), meso-level (multi-agent systems reducing collaboration friction via transaction cost and principal-agent theories), and macro-level (overall economic dynamics). The study seeks to assess the essential balance between output quality and economic expenditure, addressing a void left by disjointed surveys on system optimization, architecture, and trust.