AI资讯日报 - 2025/10/21

👨‍🔬 Zhining Liu, Ziyi Chen, Hui Liu, Chen Luo, Xianfeng Tang, Suhang Wang, Joy Zeng, Zhenwei Dai, Zhan Shi, Tianxin Wei, Benoit Dumoulin, Hanghang Tong

Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics

学术论文 ArXiv 重要度: 7

提出企业深度研究系统EDR，集成多智能体架构实现企业数据分析自动化，在基准测试中表现优异。

👨‍🔬 Akshara Prabhakar, Roshan Ram, Zixiang Chen, Silvio Savarese, Frank Wang, Caiming Xiong, Huan Wang, Weiran Yao

Executable Knowledge Graphs for Replicating AI Research

学术论文 ArXiv 重要度: 7

提出可执行知识图谱xKG，整合技术洞察和代码片段，显著提升AI研究复现的自动化能力。

👨‍🔬 Yujie Luo, Zhuoyun Yu, Xuehai Wang, Yuqi Zhu, Ningyu Zhang, Lanning Wei, Lun Du, Da Zheng, Huajun Chen

Towards Explainable Skin Cancer Classification: A Dual-Network Attention Model with Lesion Segmentation and Clinical Metadata Fusion

学术论文 ArXiv 重要度: 7

提出双编码器注意力框架，结合病灶分割和临床元数据，实现准确且可解释的皮肤癌分类。

👨‍🔬 Md. Enamul Atiq, Shaikh Anowarul Fattah

Prediction of Sea Ice Velocity and Concentration in the Arctic Ocean using Physics-informed Neural Network

学术论文 ArXiv 重要度: 7

开发物理信息神经网络预测北极海冰速度和浓度，在小样本情况下优于纯数据驱动模型。

👨‍🔬 Younghyun Koo, Maryam Rahnemoonfar

AcademicEval: Live Long-Context LLM Benchmark

学术论文 ArXiv 重要度: 6

提出动态长上下文基准AcademicEval，基于arXiv论文评估LLM学术写作能力，防止标签泄露。

👨‍🔬 Haozhen Zhang, Tao Feng, Pengrui Han, Jiaxuan You

Human-AI Interactions: Cognitive, Behavioral, and Emotional Impacts

学术论文 ArXiv 重要度: 6

从认知、行为和情感角度综述人机交互影响，强调负责任AI设计和纵向研究需求。

👨‍🔬 Celeste Riley, Omar Al-Refai, Yadira Colunga Reyes, Eman Hammad

SoftMimic: Learning Compliant Whole-body Control from Examples

学术论文 ArXiv 重要度: 6

提出SoftMimic框架，从示例动作学习人形机器人柔顺全身控制，提升环境交互安全性。

👨‍🔬 Gabriel B. Margolis, Michelle Wang, Nolan Fey, Pulkit Agrawal

A Multi-Threading Kernel for Enabling Neuromorphic Edge Applications

学术论文 ArXiv 重要度: 5

开发多线程内核支持神经形态边缘应用，在ARM多核处理器上实现显著加速和能效提升。

👨‍🔬 Lars Niedermeier, Vyom Shah, Jeffrey L. Krichmar

🤖 AI资讯日报

📊 今日趋势总结

Why Boring Businesses Outlast AI Hype Cycles

The AI Crackpot Index

Ask HN: Anyone concerned about NYC Local Law 144?

Ask HN: What's the pain using current AI algorithms?

Ask HN: Is the rate of progress in AI exponential?

NLP, AI, ML, bots – a passing trend or much more?

Ask HN: What would you read to learn about "artificial intelligence"?

Ask HN: Dipping my toes with artificial intelligence and what to expect? (CS)

Common Lisp + Machine Learning Internship at Google (Mountain View, CA)

Bioinformatician

Show HN: Startup Raising capital through Book Sales

The Next Bill Gates or Albert Einstein in AI "Chris Clark" – Yourobot

Unbiased Gradient Low-Rank Projection

Mapping Post-Training Forgetting in Language Models at Scale

Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains

Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs

Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics

Executable Knowledge Graphs for Replicating AI Research

Towards Explainable Skin Cancer Classification: A Dual-Network Attention Model with Lesion Segmentation and Clinical Metadata Fusion

Prediction of Sea Ice Velocity and Concentration in the Arctic Ocean using Physics-informed Neural Network

AcademicEval: Live Long-Context LLM Benchmark

Human-AI Interactions: Cognitive, Behavioral, and Emotional Impacts

SoftMimic: Learning Compliant Whole-body Control from Examples

A Multi-Threading Kernel for Enabling Neuromorphic Edge Applications

📅 历史日报目录