AI资讯日报 - 2026/5/1

👨‍🔬 Yujun Wu, Dongxu Zhang, Xinchen Li, Jinhang Xu, Yiling Duan, Yumou Liu, Jiabao Pan, Xuanhe Zhou, Jingxuan Wei, Siyuan Li, Jintao Chen, Conghui He, Cheng Tan

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

学术论文 ArXiv 重要度: 9

提出实时更新的智能体工作流基准，揭示可靠自动化仍未解决。

👨‍🔬 Chenxin Li, Zhengyang Tang, Huangxin Lin, Yunlong Lin, Shijue Huang, Shengyuan Liu, Bowen Ye, Rang Li, Lei Li, Benyou Wang, Yixuan Yuan

Synthetic Computers at Scale for Long-Horizon Productivity Simulation

学术论文 ArXiv 重要度: 8

提出规模化合成计算机方法，用于长周期生产力模拟，提升智能体性能。

👨‍🔬 Tao Ge, Baolin Peng, Hao Cheng, Jianfeng Gao

PhyCo: Learning Controllable Physical Priors for Generative Motion

学术论文 ArXiv 重要度: 8

引入可控物理先验的视频生成框架，提升物理一致性和可控性。

👨‍🔬 Sriram Narayanan, Ziyu Jiang, Srinivasa Narasimhan, Manmohan Chandraker

PRISM: Pre-alignment via Black-box On-policy Distillation for Multimodal Reinforcement Learning

学术论文 ArXiv 重要度: 8

提出三阶段多模态对齐流水线，通过黑盒蒸馏提升强化学习性能。

👨‍🔬 Sudong Wang, Weiquan Huang, Xiaomin Yu, Zuhao Yang, Hehai Lin, Keming Wu, Chaojun Xiao, Chen Chen, Wenxuan Wang, Beier Zhu, Yunjian Zhang, Chengwei Qin

Do Sparse Autoencoders Capture Concept Manifolds?

学术论文 ArXiv 重要度: 8

理论分析稀疏自编码器对概念流形的捕获能力，发现存在稀释现象。

👨‍🔬 Usha Bhalla, Thomas Fel, Can Rager, Sheridan Feucht, Tal Haklay, Daniel Wurgaft, Siddharth Boppana, Matthew Kowal, Vasudev Shyam, Jack Merullo, Atticus Geiger, Ekdeep Singh Lubana

Computing Equilibrium beyond Unilateral Deviation

学术论文 ArXiv 重要度: 7

提出最小化联盟偏离收益的均衡概念，保证存在性，并给出计算复杂度界限。

👨‍🔬 Mingyang Liu, Gabriele Farina, Asuman Ozdaglar

Crab: A Semantics-Aware Checkpoint/Restore Runtime for Agent Sandboxes

学术论文 ArXiv 重要度: 7

语义感知的沙箱检查点运行时，提升恢复正确性并减少开销。

👨‍🔬 Tianyuan Wu, Chaokun Chang, Lunxi Cao, Wei Gao, Wei Wang

Latent Adversarial Detection: Adaptive Probing of LLM Activations for Multi-Turn Attack Detection

学术论文 ArXiv 重要度: 7

利用LLM激活轨迹检测多轮对抗注入，检测率提升至93.8%。

👨‍🔬 Prashant Kulkarni

LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis

学术论文 ArXiv 重要度: 6

利用大语言模型优化脑电信号图结构，提升癫痫诊断准确率。

👨‍🔬 Lincan Li, Zheng Chen, Yushun Dong

FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems

学术论文 ArXiv 重要度: 6

开源低成本触觉传感器方案，支持机器人抓取与触觉学习。

👨‍🔬 Binghao Huang, Yunzhu Li

Normativity and Productivism: Ableist Intelligence? A Degrowth Analysis of AI Sign Language Translation Tools for Deaf People

学术论文 ArXiv 重要度: 5

批判AI手语翻译工具的标准主义与生产主义，提出“能力主义智能”概念。

👨‍🔬 Nina Seron-Abouelfadil, Poppy Fynes

🤖 AI资讯日报

📊 今日趋势总结

MIT Non-AI License

Why Boring Businesses Outlast AI Hype Cycles

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

Ask HN: Anyone concerned about NYC Local Law 144?

The AI Crackpot Index

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

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

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

Show HN: Startup Raising capital through Book Sales

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

Bioinformatician

NLP, AI, ML, bots – a passing trend or much more? What's your take on this?

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Synthetic Computers at Scale for Long-Horizon Productivity Simulation

PhyCo: Learning Controllable Physical Priors for Generative Motion

PRISM: Pre-alignment via Black-box On-policy Distillation for Multimodal Reinforcement Learning

Do Sparse Autoencoders Capture Concept Manifolds?

Computing Equilibrium beyond Unilateral Deviation

Crab: A Semantics-Aware Checkpoint/Restore Runtime for Agent Sandboxes

Latent Adversarial Detection: Adaptive Probing of LLM Activations for Multi-Turn Attack Detection

LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis

FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems

Normativity and Productivism: Ableist Intelligence? A Degrowth Analysis of AI Sign Language Translation Tools for Deaf People

📅 历史日报目录