A Framework for Assessing AI Agent Decisions and Outcomes in AutoML Pipelines

Gaoyuan Du, Amit Ahlawat, Xiaoyang Liu +1

Agent-based AutoML systems rely on large language models to make complex, multi-stage decisions across data processing, model selection, and evaluation. However, existing evaluatio…