连肝12小时！一轮狂刷1500篇论文，写4.2万行代码，AI科学家卷疯科研圈

Core Viewpoint - The article discusses Kosmos, an AI scientist capable of conducting extensive research autonomously, achieving results equivalent to six months of human work in just one day, and demonstrating high reproducibility in scientific findings [2][24]. Group 1: Kosmos Capabilities - Kosmos can work continuously for up to 12 hours, reading 1,500 papers and writing 42,000 lines of code in a single research session [2][6]. - It has successfully made seven genuine discoveries across various fields, including metabolomics and neuroscience, some of which were previously unpublished by humans [4][6]. - The AI has a reproducibility rate of 79% for its research results, indicating a high level of reliability [2]. Group 2: Research Process - Kosmos operates through a structured world model that allows for real-time information sharing between data analysis and literature search modules [20]. - The research process involves a "cyclic iteration + information sharing" model, where Kosmos can run up to 200 iterations to refine its findings [21]. - Each research cycle produces results that are automatically compiled into a report, with all data and sources clearly cited [21]. Group 3: Research Findings - Kosmos has replicated an unpublished finding regarding the metabolic mechanisms of brain protection at low temperatures, achieving a correlation of R²=0.998 with human research [13][15]. - It has also discovered new patterns, such as the environmental factors affecting perovskite solar cell efficiency and protective proteins in myocardial fibrosis [26]. Group 4: Team Background - The Kosmos project is led by Ludovico Mitchener and Michaela Hinks from Edison Scientific, both of whom have strong academic backgrounds in AI and biological engineering [27][29]. - Edison Scientific is a non-profit organization focused on automating research in biology and other complex scientific fields [30].