AI Agents Automate Scientific Research: From Question to Workflow

A new paper posted to arXiv CS AI on April 24, 2026, titled “From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation,” explores how AI agents can automate scientific research.

The research suggests that AI agents can move beyond being mere tools to autonomously manage and execute entire scientific research workflows, from identifying research questions to designing experiments, analyzing data, and even reporting findings. This is expected to accelerate the pace of scientific discovery by allowing researchers to focus more on creative aspects.

This paper offers a fresh perspective on how future scientific research could be transformed by integrating AI into the scientific process.