Fail Loudly: An Auditable Runtime for Agentic Data Analysis

Hanxu Yan, Langxuan Deng, Zhengle Wang +2

Large language models (LLMs) have enabled data-science agents to automate multi-step analyses over heterogeneous files. However, incorrect choices regarding data sources, scope, or…