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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

21:40

LVOmniBench: Pioneering Long Audio-Video...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 26 | cs.CV Authors: Keda Tao, Yuhua Zheng, Jia Xu, Wenjie Du, Kele Shao, Hesong Wang, Xueyi Chen, Xin Jin, Junhan Zhu, Bohan Yu, Weiqiang Wang, Jian Liu, Can Qin, Yulun Zhang, Ming-Hsuan Yang, Huan Wang Title: LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs Arxiv: http://arxiv.org/abs/2603.19217v1 Abstract: Recent advancements in

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24:38

Memento-Skills: Let Agents Design Agents

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 24 | cs.AI, cs.CL, cs.LG Authors: Huichi Zhou, Siyuan Guo, Anjie Liu, Zhongwei Yu, Ziqin Gong, Bowen Zhao, Zhixun Chen, Menglong Zhang, Yihang Chen, Jinsong Li, Runyu Yang, Qiangbin Liu, Xinlei Yu, Jianmin Zhou, Na Wang, Chunyang Sun, Jun Wang Title: Memento-Skills: Let Agents Design Agents Arxiv: http://arxiv.org/abs/2603.18743v1 Abstract: We introduce

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23:38

MetaClaw: Just Talk -- An Agent That Meta-Learns and...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 97 | cs.LGAuthors: Peng Xia, Jianwen Chen, Xinyu Yang, Haoqin Tu, Jiaqi Liu, Kaiwen Xiong, Siwei Han, Shi Qiu, Haonian Ji, Yuyin Zhou, Zeyu Zheng, Cihang Xie, Huaxiu Yao Title: MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Arxiv: http://arxiv.org/abs/2603.17187v1 Abstract: Large language model (LLM) agents are increasingly used for complex

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23:32

Video-CoE: Reinforcing Video Event Prediction via...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 85 | cs.CV Authors: Qile Su, Jing Tang, Rui Chen, Lei Sun, Xiangxiang Chu Title: Video-CoE: Reinforcing Video Event Prediction via Chain of Events Arxiv: http://arxiv.org/abs/2603.14935v1 Abstract: Despite advances in the application of MLLMs for various video tasks, video event prediction (VEP) remains relatively underexplored. VEP requires the model to perform

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23:18

MosaicMem: Hybrid Spatial Memory for Controllable...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 72 | cs.CV Authors: Wei Yu, Runjia Qian, Yumeng Li, Liquan Wang, Songheng Yin, Sri Siddarth Chakaravarthy P, Dennis Anthony, Yang Ye, Yidi Li, Weiwei Wan, Animesh Garg Title: MosaicMem: Hybrid Spatial Memory for Controllable Video World Models Arxiv: http://arxiv.org/abs/2603.17117v1 Abstract: Video diffusion models are moving beyond short, plausible clips toward

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21:29

Alignment Makes Language Models Normative, Not...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 36 | cs.CL, cs.AI, cs.GT Authors: Eilam Shapira, Moshe Tennenholtz, Roi Reichart Title: Alignment Makes Language Models Normative, Not Descriptive Arxiv: http://arxiv.org/abs/2603.17218v1 Abstract: Post-training alignment optimizes language models to match human preference signals, but this objective is not equivalent to modeling observed human behavior. We compare

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24:00

Complementary Reinforcement Learning

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 28 | cs.LG, cs.CL Authors: Dilxat Muhtar, Jiashun Liu, Wei Gao, Weixun Wang, Shaopan Xiong, Ju Huang, Siran Yang, Wenbo Su, Jiamang Wang, Ling Pan, Bo Zheng Title: Complementary Reinforcement Learning Arxiv: http://arxiv.org/abs/2603.17621v1 Abstract: Reinforcement Learning (RL) has emerged as a powerful paradigm for training LLM-based agents, yet remains limited by

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23:56

When AI Navigates the Fog of War

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 22 | cs.AI, cs.CL, cs.CY Authors: Ming Li, Xirui Li, Tianyi Zhou Title: When AI Navigates the Fog of War Arxiv: http://arxiv.org/abs/2603.16642v1 Abstract: Can AI reason about a war before its trajectory becomes historically obvious? Analyzing this capability is difficult because retrospective geopolitical prediction is heavily confounded by training-data leakage. We

en

25:05

MiroThinker-1.7 & H1: Towards Heavy-Duty Research...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 150 | cs.CL, cs.AI, cs.IR, cs.LGAuthors: MiroMind Team, S. Bai, L. Bing, L. Lei, R. Li, X. Li, X. Lin, E. Min, L. Su, B. Wang, L. Wang, L. Wang, S. Wang, X. Wang, Y. Zhang, Z. Zhang, G. Chen, L. Chen, Z. Cheng, Y. Deng, Z. Huang, D. Ng, J. Ni, Q. Ren, X. Tang, B. L. Wang, H. Wang, N. Wang, C. Wei, Q. Wu, J. Xia, Y. Xiao, H. Xu, X. Xu, C. Xue, Z. Yang, Z. Yang, F. Ye, H. Ye, J. Yu, C. Zhang, W. Zhang, H. Zhao, P. Zhu Title:

en

23:16

InCoder-32B: Code Foundation Model for Industrial...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 144 | cs.SE, cs.AI Authors: Jian Yang, Wei Zhang, Jiajun Wu, Junhang Cheng, Shawn Guo, Haowen Wang, Weicheng Gu, Yaxin Du, Joseph Li, Fanglin Xu, Yizhi Li, Lin Jing, Yuanbo Wang, Yuhan Gao, Ruihao Gong, Chuan Hao, Ran Tao, Aishan Liu, Tuney Zheng, Ganqu Cui, Zhoujun Li, Mingjie Tang, Chenghua Lin, Wayne Xin Zhao, Xianglong Liu, Ming Zhou, Bryan Dai, Weifeng Lv Title: InCoder-32B: Code Foundation Model for Industrial

en

21:30

Qianfan-OCR: A Unified End-to-End Model for Document...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 118 | cs.CV Authors: Daxiang Dong, Mingming Zheng, Dong Xu, Chunhua Luo, Bairong Zhuang, Yuxuan Li, Ruoyun He, Haoran Wang, Wenyu Zhang, Wenbo Wang, Yicheng Wang, Xue Xiong, Ayong Zheng, Xiaoying Zuo, Ziwei Ou, Jingnan Gu, Quanhao Guo, Jianmin Wu, Dawei Yin, Dou Shen Title: Qianfan-OCR: A Unified End-to-End Model for Document Intelligence Arxiv: http://arxiv.org/abs/2603.13398v1

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20:17

Thinking in Uncertainty: Mitigating Hallucinations in...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 83 | cs.CV, cs.AI Authors: Zhongxing Xu, Zhonghua Wang, Zhe Qian, Dachuan Shi, Feilong Tang, Ming Hu, Shiyan Su, Xiaocheng Zou, Wei Feng, Dwarikanath Mahapatra, Yifan Peng, Mingquan Lin, Zongyuan Ge Title: Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding Arxiv: http://arxiv.org/abs/2603.13366v1 Abstract: Recent

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23:18

Kinema4D: Kinematic 4D World Modeling for...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 64 | cs.RO, cs.CV Authors: Mutian Xu, Tianbao Zhang, Tianqi Liu, Zhaoxi Chen, Xiaoguang Han, Ziwei Liu Title: Kinema4D: Kinematic 4D World Modeling for Spatiotemporal Embodied Simulation Arxiv: http://arxiv.org/abs/2603.16669v1 Abstract: Simulating robot-world interactions is a cornerstone of Embodied AI. Recently, a few works have shown promise in leveraging video

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20:20

Demystifing Video Reasoning

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 58 | cs.CV, cs.AI Authors: Ruisi Wang, Zhongang Cai, Fanyi Pu, Junxiang Xu, Wanqi Yin, Maijunxian Wang, Ran Ji, Chenyang Gu, Bo Li, Ziqi Huang, Hokin Deng, Dahua Lin, Ziwei Liu, Lei Yang Title: Demystifing Video Reasoning Arxiv: http://arxiv.org/abs/2603.16870v1 Abstract: Recent advances in video generation have revealed an unexpected phenomenon: diffusion-based video

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21:39

WorldCam: Interactive Autoregressive 3D Gaming Worlds...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 49 | cs.CV Authors: Jisu Nam, Yicong Hong, Chun-Hao Paul Huang, Feng Liu, JoungBin Lee, Jiyoung Kim, Siyoon Jin, Yunsung Lee, Jaeyoon Jung, Suhwan Choi, Seungryong Kim, Yang Zhou Title: WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation Arxiv: http://arxiv.org/abs/2603.16871v1 Abstract: Recent advances in

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23:48

TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 44 | cs.AI Authors: Ai Jian, Xiaoyun Zhang, Wanrou Du, Jingqing Ruan, Jiangbo Pei, Weipeng Zhang, Ke Zeng, Xunliang Cai Title: TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas Arxiv: http://arxiv.org/abs/2603.16448v2 Abstract: Text-to-SQL parsing has achieved remarkable progress under the Full Schema Assumption

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25:39

Online Experiential Learning for Language Models

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 39 | cs.CL Authors: Tianzhu Ye, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei Title: Online Experiential Learning for Language Models Arxiv: http://arxiv.org/abs/2603.16856v1 Abstract: The prevailing paradigm for improving large language models relies on offline training with human annotations or simulated environments, leaving the rich experience accumulated

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24:55

FinToolBench: Evaluating LLM Agents for Real-World...

Daily Paper Cast ·

2026/03/19

🤗 Upvotes: 32 | cs.AI Authors: Jiaxuan Lu, Kong Wang, Yemin Wang, Qingmei Tang, Hongwei Zeng, Xiang Chen, Jiahao Pi, Shujian Deng, Lingzhi Chen, Yi Fu, Kehua Yang, Xiao Sun Title: FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use Arxiv: http://arxiv.org/abs/2603.08262v1 Abstract: The integration of Large Language Models (LLMs) into the financial domain is

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22:31

AI Can Learn Scientific Taste

Daily Paper Cast ·

2026/03/18

🤗 Upvotes: 215 | cs.CLAuthors: Jingqi Tong, Mingzhe Li, Hangcheng Li, Yongzhuo Yang, Yurong Mou, Weijie Ma, Zhiheng Xi, Hongji Chen, Xiaoran Liu, Qinyuan Cheng, Ming Zhang, Qiguang Chen, Weifeng Ge, Qipeng Guo, Tianlei Ying, Tianxiang Sun, Yining Zheng, Xinchi Chen, Jun Zhao, Ning Ding, Xuanjing Huang, Yugang Jiang, Xipeng Qiu Title: AI Can Learn Scientific Taste Arxiv:

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23:37

OpenSeeker: Democratizing Frontier Search Agents by...

Daily Paper Cast ·

2026/03/18

🤗 Upvotes: 127 | cs.AI, cs.CL Authors: Yuwen Du, Rui Ye, Shuo Tang, Xinyu Zhu, Yijun Lu, Yuzhu Cai, Siheng Chen Title: OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Arxiv: http://arxiv.org/abs/2603.15594v1 Abstract: Deep search capabilities have become an indispensable competency for frontier Large Language Model (LLM) agents, yet the

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1,967 results

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