一作ACL 2026Findings· Findings of ACL
A dapt E volve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection
Pretam Ray · Pratik Prabhanjan Brahma · Zicheng Liu · Emad Barsoum
摘要
Evolutionary agentic systems intensify the trade-off between computational efficiency and reasoning capability by repeatedly invoking large language models (LLMs) during inference. This setting raises a central question: how can an agent dynamically select an LLM that is sufficiently capable for...