📄 中文摘要
AI科学家是一种新型系统，能够自主设计实验、编写代码并用通俗易懂的语言解释其发现。该系统在机器学习领域尝试不同的想法，并能够不断迭代项目。更令人惊讶的是，它的研究成果有时会被自动审稿系统接受，并在顶级会议上发表。整个过程成本非常低，大多数论文的生产成本不到15美元，这一事实令许多人感到意外。此外，自动审稿人以类似人类判断的方式对论文进行评分，这也超出了许多人的预期。这种技术有望加速现实世界的研究，使研究团队能够专注于更大的问题，而让机器处理繁琐的实验和数据分析。
AI科学家：迈向完全自动化的开放式科学发现
📄 English Summary
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
The AI Scientist represents a novel system capable of autonomously designing experiments, writing code, and articulating findings in plain language. It explores various ideas within the realm of machine learning and can iterate on projects repeatedly. Surprisingly, some of its research outputs are accepted by an automatic review system and presented at top-tier conferences. The entire process is remarkably cost-effective, with most papers costing under $15 to produce, which has astonished many. Additionally, the automated reviewer evaluates papers in a manner reminiscent of human judgment, which was somewhat unexpected. This technology has the potential to accelerate real-world research, allowing teams to concentrate on larger questions while machines handle the tedious tasks of experimentation and data analysis.