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Scientific General Intelligence (SGI) is defined as an AI system that can autonomously navigate the full, iterative cycle of scientific inquiry—Deliberation, Conception, Action, and Perception—with the versatility and proficiency of a human scientist. SGI-Bench operationalizes this definition via four scientist-aligned task families: deep research, idea generation, AI-assisted experiments (dry/wet), and multimodal experimental reasoning. The benchmark spans 10 disciplines and ~1,000 expert-curated samples inspired by Science's 125 Big Questions.
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Scientific General Intelligence (SGI) is defined as an AI system that can autonomously navigate the full, iterative cycle of scientific inquiry—Deliberation, Conception, Action, and Perception—with the versatility and proficiency of a human scientist. SGI-Bench operationalizes this definition via four scientist-aligned task families: deep research, idea generation, AI-assisted experiments (dry/wet), and multimodal experimental reasoning. The benchmark spans 10 disciplines and more than 1,000 expert-curated samples inspired by Science's 125 Big Questions.
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