A roadmap that structures the different bricks necessary for scientific research carried out autonomously by AI systems.
This document provides a roadmap for automated AI research, identifying the technical components needed — hypothesis generation, experimental design, execution, analysis — and the unique challenges of each.
Designed as a practical guide as well as a review of the state of the art, the document is aimed at teams looking to build their own AI-assisted research pipelines.
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