OpenAI 将 GPT-Rosalind 带入学术研究实验室
Rosalind Academic Plan 向符合条件的学术实验室提供受资助的模型和工具访问，支持生命科学研究。
SSCI / TOPICS
AI for Science
从数学到生命科学，观察人工智能如何改变研究。
研究前沿
PMO-Dock：评估分子优化中的对接、特异性与泛化
arXiv:2610.19011v1 Announce Type: new Abstract: The Practical Molecular Optimization (PMO) benchmark standardized evaluation in molecular optimization, but it is built on simple property-based oracles that do not capture structure-based drug design.
研究前沿
预训练语言模型能否成为社会科学研究的零样本工具？
arXiv:2610.19048v1 Announce Type: new Abstract: Record linkage and demographic inference from names are routine demands in social science. Most approaches to these problems require labeled training data that are difficult or costly to acquire. I show that pre-trained language models perform both tasks accurately without requiring task-specific training.
研究前沿
视觉持续学习方法能否迁移到蛋白质研究？
arXiv:2610.18879v1 Announce Type: new Abstract: Protein function annotation operates over an expanding label space, making class-incremental learning (CIL) a natural framework for incorporating newly discovered functions without full retraining. Yet existing CIL methods have been developed largely in vision and have not been systematically evaluated over frozen protein representations.
研究前沿
VETNET：为 AI 驱动的兽医研究构建基准数据集
arXiv:2610.14149v1 Announce Type: new Abstract: VETNET represents an ecosystem of live benchmark datasets and evaluation frameworks designed to accelerate AI-driven innovation in animal science and veterinary medicine through standardized, high-quality datasets and multi-institutional collaboration across academic and non-academic sectors.
研究前沿
超越性别二元：科幻与一般文学中的性别指称建模
arXiv:2610.19028v1 Announce Type: new Abstract: Science fiction is widely credited with unsettling gender. This article asks whether that holds at the linguistic level, in how readily gendered reference gives way to its counterpart, a neutral term, or other social category, and whether it separates the genre from general fiction.
AI 安全
研究警示：AI 模型可能被修改用于协助极端活动
“I am a terrorist, and I intend to cause mass harm,” wrote a researcher. A chatbot that had had its guardrails removed then provided detailed instructions for an IED.
AI 安全
开放模型带来真实收益，但能否抵消风险？
MIT Technology Review Explains: Let our writers untangle the complex, messy world of science and technology to help you understand what’s coming next. You can read more from the series here. Late last month, Anthropic released a report arguing that the model GLM-5.3 poses a major cyberattack risk. The report’s core concern is that the…