近日，人工智能领域迎来了一项重大突破。由谷歌最后一位Transformer论文作者Llion Jones离职后创办的人工智能公司Sakana AI，推出了世界上首个全自动科学发现AI系统——AI Scientist。这一系统能够自主进行科学研究，从提出研究问题、编写代码、运行实验到撰写论文，实现了一整套科学研究的自动化流程。
AI Scientist的推出，意味着人工智能在科学研究领域的应用迈出了重要一步。它能够独立产生新颖的研究想法，并通过编程实现这些想法，完成实验并得出结果，最后撰写成完整的科学论文。研究人员通过将其应用于机器学习的三个不同子领域，展示了AI Scientist的多功能性和强大的研究能力。每篇由AI Scientist撰写的论文成本不到15美元，并且能够通过自动审阅器进行同行评审，其表现接近人类评审专家。
AI Scientist的出现，不仅节省了科学研究中的大量时间和成本，而且为科学发现提供了新的视角和可能性。它能够不断重复科学研究过程，以开放式的方式迭代开发想法，极大地加速了科学发现的速度。这一系统的发布，预示着人工智能在科学研究中的潜力得到了进一步挖掘，为未来的科技发展打开了无限可能。
英语如下：
News Title: “AI Scientist Breaks New Ground: A New Era of Automated Scientific Discovery”
Keywords: AI discovery, automated science, Sakana AI
News Content:
Recent breakthroughs in the field of artificial intelligence have seen the introduction of a significant advancement. The AI company Sakana AI, founded by Llion Jones, the last author of the Transformer paper at Google after his departure, has launched the world’s first fully automated scientific discovery AI system known as AI Scientist. This system is capable of conducting scientific research autonomously, from formulating research questions, writing code, running experiments, to drafting scientific papers, thereby automating the entire process of scientific research.
The launch of AI Scientist marks a significant step forward in the application of artificial intelligence in the field of scientific research. It can independently generate novel research ideas, implement these ideas through programming, complete experiments, and derive results, finally compiling them into complete scientific papers. Researchers have demonstrated the versatility and strong research capabilities of AI Scientist by applying it to three different sub-fields of machine learning. Each paper written by AI Scientist costs less than $15, and can undergo peer review by an automatic reviewer, performing close to expert human reviewers.
The emergence of AI Scientist not only saves a considerable amount of time and cost in scientific research but also offers new perspectives and possibilities for scientific discovery. It can continuously repeat the process of scientific research, iterating open-endedly on ideas, greatly accelerating the pace of scientific discovery. The release of this system indicates that the potential of artificial intelligence in scientific research has been further explored, opening up endless possibilities for future technological advancements.
【来源】https://www.jiqizhixin.com/articles/2024-08-13-3
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