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PODCAST

Daily Paper Cast

Jingwen Liang, Gengyu Wang

We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast:

science

All Episodes

22:54

The Latent Space: Foundation, Evolution, Mechanism,...

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 102 | cs.AI Authors: Xinlei Yu, Zhangquan Chen, Yongbo He, Tianyu Fu, Cheng Yang, Chengming Xu, Yue Ma, Xiaobin Hu, Zhe Cao, Jie Xu, Guibin Zhang, Jiale Tao, Jiayi Zhang, Siyuan Ma, Kaituo Feng, Haojie Huang, Youxing Li, Ronghao Chen, Huacan Wang, Chenglin Wu, Zikun Su, Xiaogang Xu, Kelu Yao, Kun Wang, Chen Gao, Yue Liao, Ruqi Huang, Tao Jin, Cheng Tan, Jiangning Zhang, Wenqi Ren, Yanwei Fu, Yong Liu, Yu Wang, Xiangyu Yue, Yu-Gang Jiang,

en

22:41

Generative World Renderer

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 76 | cs.CV Authors: Zheng-Hui Huang, Zhixiang Wang, Jiaming Tan, Ruihan Yu, Yidan Zhang, Bo Zheng, Yu-Lun Liu, Yung-Yu Chuang, Kaipeng Zhang Title: Generative World Renderer Arxiv: http://arxiv.org/abs/2604.02329v1 Abstract: Scaling generative inverse and forward rendering to real-world scenarios is bottlenecked by the limited realism and temporal coherence of

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19:28

SKILL0: In-Context Agentic Reinforcement Learning for...

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 72 | cs.LG Authors: Zhengxi Lu, Zhiyuan Yao, Jinyang Wu, Chengcheng Han, Qi Gu, Xunliang Cai, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen Title: SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization Arxiv: http://arxiv.org/abs/2604.02268v1 Abstract: Agent skills, structured packages of procedural knowledge and executable resources that

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21:42

Steerable Visual Representations

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 31 | cs.CV, cs.AI Authors: Jona Ruthardt, Manu Gaur, Deva Ramanan, Makarand Tapaswi, Yuki M. Asano Title: Steerable Visual Representations Arxiv: http://arxiv.org/abs/2604.02327v1 Abstract: Pretrained Vision Transformers (ViTs) such as DINOv2 and MAE provide generic image features that can be applied to a variety of downstream tasks such as retrieval, classification,

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24:47

EgoSim: Egocentric World Simulator for Embodied...

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 30 | cs.CV, cs.AI Authors: Jinkun Hao, Mingda Jia, Ruiyan Wang, Xihui Liu, Ran Yi, Lizhuang Ma, Jiangmiao Pang, Xudong Xu Title: EgoSim: Egocentric World Simulator for Embodied Interaction Generation Arxiv: http://arxiv.org/abs/2604.01001v1 Abstract: We introduce EgoSim, a closed-loop egocentric world simulator that generates spatially consistent interaction videos

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24:57

CORAL: Towards Autonomous Multi-Agent Evolution for...

Daily Paper Cast ·

2026/04/04

🤗 Upvotes: 22 | cs.AI Authors: Ao Qu, Han Zheng, Zijian Zhou, Yihao Yan, Yihong Tang, Shao Yong Ong, Fenglu Hong, Kaichen Zhou, Chonghe Jiang, Minwei Kong, Jiacheng Zhu, Xuan Jiang, Sirui Li, Cathy Wu, Bryan Kian Hsiang Low, Jinhua Zhao, Paul Pu Liang Title: CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Arxiv: http://arxiv.org/abs/2604.01658v1 Abstract:

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25:10

ClawKeeper: Comprehensive Safety Protection for...

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 167 | cs.CR, cs.AIAuthors: Songyang Liu, Chaozhuo Li, Chenxu Wang, Jinyu Hou, Zejian Chen, Litian Zhang, Zheng Liu, Qiwei Ye, Yiming Hei, Xi Zhang, Zhongyuan Wang Title: ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers Arxiv: http://arxiv.org/abs/2603.24414v1 Abstract: OpenClaw has rapidly established itself as a

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24:09

Terminal Agents Suffice for Enterprise Automation

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 71 | cs.SE, cs.AI, cs.CL Authors: Patrice Bechard, Orlando Marquez Ayala, Emily Chen, Jordan Skelton, Sagar Davasam, Srinivas Sunkara, Vikas Yadav, Sai Rajeswar Title: Terminal Agents Suffice for Enterprise Automation Arxiv: http://arxiv.org/abs/2604.00073v1 Abstract: There has been growing interest in building agents that can interact with digital platforms to

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24:48

MiroEval: Benchmarking Multimodal Deep Research...

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 53 | cs.AI, cs.CL Authors: Fangda Ye, Yuxin Hu, Pengxiang Zhu, Yibo Li, Ziqi Jin, Yao Xiao, Yibo Wang, Lei Wang, Zhen Zhang, Lu Wang, Yue Deng, Bin Wang, Yifan Zhang, Liangcai Su, Xinyu Wang, He Zhao, Chen Wei, Qiang Ren, Bryan Hooi, An Bo, Shuicheng Yan, Lidong Bing Title: MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome Arxiv: http://arxiv.org/abs/2603.28407v1

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24:35

ViGoR-Bench: How Far Are Visual Generative Models...

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 36 | cs.CV, cs.AI Authors: Haonan Han, Jiancheng Huang, Xiaopeng Sun, Junyan He, Rui Yang, Jie Hu, Xiaojiang Peng, Lin Ma, Xiaoming Wei, Xiu Li Title: ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? Arxiv: http://arxiv.org/abs/2603.25823v1 Abstract: Beneath the stunning visual fidelity of modern AIGC models lies a "logical desert",

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23:27

Vision2Web: A Hierarchical Benchmark for Visual...

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 33 | cs.SE, cs.AI Authors: Zehai He, Wenyi Hong, Zhen Yang, Ziyang Pan, Mingdao Liu, Xiaotao Gu, Jie Tang Title: Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification Arxiv: http://arxiv.org/abs/2603.26648v2 Abstract: Recent advances in large language models have improved the capabilities of coding agents, yet systematic

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24:46

QuitoBench: A High-Quality Open Time Series...

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 25 | cs.LG Authors: Siqiao Xue, Zhaoyang Zhu, Wei Zhang, Rongyao Cai, Rui Wang, Yixiang Mu, Fan Zhou, Jianguo Li, Peng Di, Hang Yu Title: QuitoBench: A High-Quality Open Time Series Forecasting Benchmark Arxiv: http://arxiv.org/abs/2603.26017v1 Abstract: Time series forecasting is critical across finance, healthcare, and cloud computing, yet progress is constrained by

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23:27

Reasoning Shift: How Context Silently Shortens LLM...

Daily Paper Cast ·

2026/04/03

🤗 Upvotes: 22 | cs.LG Authors: Gleb Rodionov Title: Reasoning Shift: How Context Silently Shortens LLM Reasoning Arxiv: http://arxiv.org/abs/2604.01161v1 Abstract: Large language models (LLMs) exhibiting test-time scaling behavior, such as extended reasoning traces and self-verification, have demonstrated remarkable performance on complex, long-term reasoning tasks. However, the

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23:55

FIPO: Eliciting Deep Reasoning with Future-KL...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 293 | cs.LGAuthors: Chiyu Ma, Shuo Yang, Kexin Huang, Jinda Lu, Haoming Meng, Shangshang Wang, Bolin Ding, Soroush Vosoughi, Guoyin Wang, Jingren Zhou Title: FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Arxiv: http://arxiv.org/abs/2603.19835v3 Abstract: We present Future-KL Influenced Policy Optimization (FIPO), a reinforcement

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28:20

CARLA-Air: Fly Drones Inside a CARLA World -- A...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 230 | cs.RO, cs.AI, cs.CV, cs.HC Authors: Tianle Zeng, Hanxuan Chen, Yanci Wen, Hong Zhang Title: CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Arxiv: http://arxiv.org/abs/2603.28032v1 Abstract: The convergence of low-altitude economies, embodied intelligence, and air-ground cooperative systems creates

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23:25

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 118 | cs.CV, cs.CL Authors: Meituan LongCat Team, Bin Xiao, Chao Wang, Chengjiang Li, Chi Zhang, Chong Peng, Hang Yu, Hao Yang, Haonan Yan, Haoze Sun, Haozhe Zhao, Hong Liu, Hui Su, Jiaqi Zhang, Jiawei Wang, Jing Li, Kefeng Zhang, Manyuan Zhang, Minhao Jing, Peng Pei, Quan Chen, Taofeng Xue, Tongxin Pan, Xiaotong Li, Xiaoyang Li, Xiaoyu Zhao, Xing Hu, Xinyang Lin, Xunliang Cai, Yan Bai, Yan Feng, Yanjie Li, Yao Qiu, Yerui Sun, Yifan Lu, Ying

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23:44

Lingshu-Cell: A generative cellular world model for...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 73 | q-bio.QM, cs.AI, q-bio.GN Authors: Han Zhang, Guo-Hua Yuan, Chaohao Yuan, Tingyang Xu, Tian Bian, Hong Cheng, Wenbing Huang, Deli Zhao, Yu Rong Title: Lingshu-Cell: A generative cellular world model for transcriptome modeling toward virtual cells Arxiv: http://arxiv.org/abs/2603.25240v1 Abstract: Modeling cellular states and predicting their responses to

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22:21

GEMS: Agent-Native Multimodal Generation with Memory...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 63 | cs.CV Authors: Zefeng He, Siyuan Huang, Xiaoye Qu, Yafu Li, Tong Zhu, Yu Cheng, Yang Yang Title: GEMS: Agent-Native Multimodal Generation with Memory and Skills Arxiv: http://arxiv.org/abs/2603.28088v1 Abstract: Recent multimodal generation models have achieved remarkable progress on general-purpose generation tasks, yet continue to struggle with complex

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23:58

Project Imaging-X: A Survey of 1000+ Open-Access...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 48 | cs.CV, cs.AI Authors: Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun

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22:52

VGGRPO: Towards World-Consistent Video Generation...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 44 | cs.CV Authors: Zhaochong An, Orest Kupyn, Théo Uscidda, Andrea Colaco, Karan Ahuja, Serge Belongie, Mar Gonzalez-Franco, Marta Tintore Gazulla Title: VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward Arxiv: http://arxiv.org/abs/2603.26599v1 Abstract: Large-scale video diffusion models achieve impressive visual quality, yet often fail to

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1,800 results

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