让AI代理深入科学文献方法细节，科学MCP服务器补齐摘要之外的宝藏信息。
Most "research agent" demos are searching abstracts and calling it literature review. The abstract tells you a Phase 3 melanoma immunotherapy trial hi…
评估大模型能否像科学家一样思考：从结构层面剖析LLM生成的研究方法，揭秘AI科研的成色与局限。
arXiv:2606.26130v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly used to guide research methodology, yet their default …
教你如何做好AI研究，来自经验者的实用建议。
Article URL: https://twitter.com/i/status/2064686372737454155 Comments URL: https://news.ycombinator.com/item?id=48537773 Points: 1 # Comments: 0
用生成式AI破解文本作为干预变量的因果推断难题，理论框架与实操方法兼备。
arXiv:2410.00903v5 Announce Type: replace-cross Abstract: In this paper, we demonstrate how to enhance the validity of causal inference with unstructu…
用符号学框架PEEL为AI研究注入认知问责，让机器思考更透明可信。
arXiv:2606.04152v1 Announce Type: new Abstract: Large language models are reshaping research practice while quietly eroding researchers epistemic acco…
提出一种基于研究者指定协变量条件生成假设的新方法，提升大模型文本分析的可控性与准确性。
arXiv:2606.03029v1 Announce Type: cross Abstract: A core goal of computational social science is to discover interpretable differences in how language…
用AI增强的文化视角做UX研究，以远程医疗痴呆护理为例，探索跨学科方法论创新。
arXiv:2605.31147v1 Announce Type: cross Abstract: User Experience Research (UXR) Points of View (POVs) distil complex and often fragmented research ev…
探索如何自然测量社会规范对齐程度的前沿研究论文
arXiv:2605.23420v1 Announce Type: new Abstract: Social norms reflect shared expectations on acceptable behavior. Measuring social norms alignment rema…
从不确定性量化角度，首次系统评估LLM在替代人类调查受访者时的可靠性边界，为AI调研应用提供严谨方法论。
arXiv:2502.17773v5 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used to simulate survey responses, but synthet…
用大语言模型预测民意调查缺失数据，弥补传统调查的历史局限，开辟AI+社会科学新路径。
arXiv:2305.09620v4 Announce Type: replace-cross Abstract: Nationally representative surveys track public opinion, yet they ask only a limited set of q…
批判当前AI论文中SOTA claim缺乏严谨验证，呼吁更严格证据标准，值得每个研究者反思。
arXiv:2605.17273v1 Announce Type: new Abstract: State-of-the-Art (SOTA) claims pervade Artificial Intelligence (AI) and Machine Learning (ML) research…