AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

A survey introduces AutoResearch AI, a framework for AI systems that can automate major parts of the scientific discovery workflow.

It groups emerging research systems by stage, from hypothesis generation and experiment planning to validation and analysis.

The paper also proposes evaluation criteria for autonomy, reliability, reproducibility, and accountability.

The big picture: AI can already assist scientists across workflows, but current systems still have important gaps before broad adoption.