Sound Agentic Science Requires Adversarial Experiments
arXiv:2604.22080v1 Announce Type: new
Abstract: LLM-based agents are rapidly being adopted for scientific data analysis, automating tasks once limited by human time and expertise. This capability is often framed as an acceleration of discovery, but it…