SGI-Bench is a benchmark designed to assess AI systems' capabilities in scientific inquiry, covering stages like deliberation, conception, action, and perception. It includes over 1,000 expert-curated samples from 10 disciplines, focusing on tasks such as deep research, idea generation, and experimental reasoning.

This article discusses the capabilities of AI models, particularly GPT-5, in advancing scientific research. It highlights the introduction of FrontierScience, a framework for assessing AI's scientific reasoning and its impact on research efficiency, while also addressing the limitations of traditional synthetic methods in chemistry.