Fail Loudly: An Auditable Runtime for Agentic Data Analysis.

arXiv:2609.32528v1 Announce Type: new Abstract: 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 statistical definitions often l