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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

22:59

ComBodied Agents: a New Paradigm of Human-Centric...

Daily Paper Cast ·

2026/08/13

🤗 Upvotes: 175 | cs.AIAuthors: Qianggang Ding, Xingyao Wang, Rui Feng, Zhibin Wang, Feixiang Yao, Kelong Mao, Hao Sun, Zhiyao Luo, Jiankai Tang, Lei Li, Jiadong Guo, Minheng Ni, Weicong Lin, Chenxi Yang, Hongxiang Gao, Zhenghua Chen, Yang Bai, Min Wu, Jun Cheng, Huazhu Fu, Dacheng Tao, Bang Liu Title: ComBodied Agents: a New Paradigm of Human-Centric Agentic AI Arxiv:

en

19:14

Co-Evolution in Agentic Systems: Toward Self-Directed...

Daily Paper Cast ·

2026/08/13

🤗 Upvotes: 120 | cs.CL Authors: Qing Zong, Jiayu Liu, Junhao Shen, Zecong Tang, Linsi Wu, Yuxuan Liu, Rui Wang, Zhaowei Wang, Weiqi Wang, Cheng Qian, Xiusi Chen, Yangqiu Song Title: Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Arxiv: http://arxiv.org/abs/2608.10299v1 Abstract: Agentic systems are increasingly expected to improve after

en

22:18

Beyond Pixels: From Video Priors to 4D Worlds

Daily Paper Cast ·

2026/08/13

🤗 Upvotes: 108 | cs.CV Authors: Zihao Liu, Xiaolong Shen, Zhenglin Zhou, Ruijie Quan, Yi Yang Title: Beyond Pixels: From Video Priors to 4D Worlds Arxiv: http://arxiv.org/abs/2608.10744v1 Abstract: 4D generation synthesizes dynamic 3D scenes from conditions such as text or images. Existing methods either reconstruct generated RGB videos with a separate 4D model or adapt a

en

20:28

Articulated Object Reconstruction from Rest-State...

Daily Paper Cast ·

2026/08/13

🤗 Upvotes: 40 | cs.CV, cs.RO Authors: Daeun Lee, Jaeah Lee, Woosung Kim, Haebeom Jung, Jaesik Park Title: Articulated Object Reconstruction from Rest-State Observation Arxiv: http://arxiv.org/abs/2607.27749v1 Abstract: Building interactive digital twins requires recovering both 3D geometry and the kinematic structures that govern how objects articulate. Yet existing methods for

en

19:58

AdvFD: Boosting Visual Generation via Adversarial...

Daily Paper Cast ·

2026/08/13

🤗 Upvotes: 23 | cs.CV Authors: Mingju Gao, Jingkai Zhou, Kun Gai, Changqian Yu, Hao Tang Title: AdvFD: Boosting Visual Generation via Adversarial Fr'echet Distance Loss Arxiv: http://arxiv.org/abs/2608.11205v1 Abstract: Fr\'echet distance has recently emerged as an effective distribution-level objective for generator post-training, complementing the conventional sample-level

en

21:40

Mendel G\"odel Machine: Recursive Self-Improving...

Daily Paper Cast ·

2026/08/13

🤗 Upvotes: 22 | cs.AI, cs.LG Authors: Changzhi Liu, Yilun Liu, Sikuan Yan, Volker Tresp, Yunpu Ma Title: Mendel G\"odel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution Arxiv: http://arxiv.org/abs/2608.07645v1 Abstract: Self-improving coding agents that iteratively rewrite their own source code have demonstrated impressive performance on coding tasks

en

21:46

Macaron-V1: Towards Open Continual Learning with...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 277 | cs.LG, cs.CLAuthors: Mind Lab, :, Vin Bo, Asher Cai, Jingwei Cao, Song Cao, Vic Cao, Amelia Chen, Andrew Chen, Kaijie Chen, Cleon Cheng, Steven Chiang, Kaixuan Fan, Hera Feng, Huan Feng, Arthur Fu, Jun Gao, Pyke Han, Nolan Ho, Ori Hong, Hailee Hou, Piers Hua, Charles Huang, Miles Jiang, Nora Jiang, Yuyi Jiang, Qiuyu Jin, Fancy Kong, Kuss Koo, Jaron Lee, Andrew Lei, Alexy Li, Dawn Li, Lucian Li, Ray Li, Ricardo Li, Smith Li, Theo Li,

en

22:29

BDH-CQ: In-Context Learning with Recurrent Latent...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 253 | cs.NE, cs.AI, cs.LG, stat.ML Authors: Björn Engdahl, Adrian Kosowski, Jan Chorowski, Zuzanna Stamirowska, Przemysław Uznański, Junlin Jiang, Rohan Phadke, Remigiusz Kinas, Richard Zhong Title: BDH-CQ: In-Context Learning with Recurrent Latent Reasoning Arxiv: http://arxiv.org/abs/2608.09888v1 Abstract: We introduce BDH-CQ, a reasoning model that combines

en

19:16

SWE-Bench ProMax: Benchmarking Agents on Large-Scale...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 120 | cs.CL, cs.SE Authors: Yuling Shi, Jinghan Xu, Kelin Fu, Wenhao Zeng, Shilin He, Lei Zhang, Yue Liu, Zelin Zhao, Terry Yue Zhuo, Jialun Cao, Siyu Ye, Tianyu Liu, Kai Cai, Shing-Chi Cheung, Xiaodong Gu Title: SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Arxiv: http://arxiv.org/abs/2608.09802v1 Abstract: As AI coding agents

en

20:42

On-Policy Self-Distillation without Any Supervision

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 92 | cs.LG Authors: Yijiang Li, Bingyang Wang, Yijun Liang, Yunjie Tian, Di Fu, Nuno Vasconcelos Title: On-Policy Self-Distillation without Any Supervision Arxiv: http://arxiv.org/abs/2608.06296v2 Abstract: On-policy (Self-)Distillation (OPD / OPSD) has shown strong potential for post-training large language models (LLMs). However, existing methods still rely heavily

en

20:14

Ouroboros: A Self-Developing Frontier Coding Agent...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 68 | cs.SE, cs.AI Authors: Anton Razzhigaev, Andrei Gritsaev, Andrei Kaznacheev, Nikita Dragunov, Roman Yampolskiy, Andrei Kuznetsov Title: Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution Arxiv: http://arxiv.org/abs/2608.08311v2 Abstract: We present Ouroboros, a self-developing agent harness whose tools, prompts, context assembly, and

en

22:48

Agent Memory Distillation: Empowering Small LLM...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 37 | cs.AI, cs.LG Authors: Taeil Kim, Kangsan Kim, Sung Ju Hwang Title: Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Arxiv: http://arxiv.org/abs/2608.07169v1 Abstract: Memory systems have shown promise for improving agent performance, but their potential remains largely unexplored for small language models, which struggle to

en

23:51

Motif 3: Technical Report

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 36 | cs.AI Authors: Junghwan Lim, Joon Son Chung, Sungmin Lee, Wai Ting Cheung, Gihun Cho, Minsu Ha, Sangho Kang, Beomgyu Kim, Dongseok Kim, Jangwoong Kim, Taehyun Kim, Taewhan Kim, Jeesoo Lee, Jeongdoo Lee, Junhyeok Lee, Dongpin Oh, Hyeyeon Cho, Dahye Choi, Jaeheui Her, Hanbin Jung, Changjin Kang, Minjae Kim, Youngrok Kim, Hyukjin Kweon, Hongjoo Lee, Yeongjae Park, Bokki Ryu Title: Motif 3: Technical Report

en

20:50

Sci-VBench: Evaluating Knowledge- and...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 26 | cs.CV, cs.AI Authors: Diandian Zhang, Tingyu Song, Lin Fu, Zheyuan Yang, Yilun Zhao Title: Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains Arxiv: http://arxiv.org/abs/2608.09873v1 Abstract: We introduce Sci-VBench, a comprehensive benchmark for evaluating knowledge- and reasoning-intensive video generation across

en

20:01

What to Edit Next: Visually Aligned Image-Editing...

Daily Paper Cast ·

2026/08/12

🤗 Upvotes: 25 | cs.CV, cs.AI Authors: Zhijing Zhang, Jinpeng Yu, Xin Song, Bingnan Li, Chuyue Li, Changhui Du, Xiaolin Fang, Jiaming Liu, Ruihua Huang Title: What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems Arxiv: http://arxiv.org/abs/2608.07565v1 Abstract: Conversational assistants increasingly recommend follow-up edits to help

en

21:11

SFT Conflicts, RL Coexists: A Theoretical and...

Daily Paper Cast ·

2026/08/11

🤗 Upvotes: 33 | cs.CL, cs.LG Authors: Kejian Zhu, Zhuoran Jin, Shangqing Tu, Hongbang Yuan, Yushi Bai, Kang Liu, Juanzi Li, Jun Zhao Title: SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs Arxiv: http://arxiv.org/abs/2608.03573v2 Abstract: Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL) exhibit fundamentally different

en

20:57

Beyond Simply Environment Scaling: Designing...

Daily Paper Cast ·

2026/08/11

🤗 Upvotes: 29 | cs.CV Authors: Kejian Zhu, Zhuoran Jin, Dongqi Huang, Hongbang Yuan, Yupu Hao, Kang Liu, Jun Zhao Title: Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning Arxiv: http://arxiv.org/abs/2608.03571v2 Abstract: Recent works train agents by constructing large-scale multimodal environment pools. However, we

en

21:38

SimWAM: A Simple World Action Model for End-to-End...

Daily Paper Cast ·

2026/08/11

🤗 Upvotes: 22 | cs.CV Authors: Zongchuang Zhao, Xin Zhou, Tianyang Xu, Zhengyang Sun, Kaixuan Zhou, Honglin Li, Dingkang Liang, Xiang Bai Title: SimWAM: A Simple World Action Model for End-to-End Autonomous Driving Arxiv: http://arxiv.org/abs/2608.07468v1 Abstract: World-Action Models (WAMs) improve end-to-end autonomous driving by transferring video dynamics priors to action

en

21:23

AgentOPSD: Recursive Self-Distillation for Agentic...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 72 | cs.AI, cs.LGAuthors: Zi-Han Wang, Zhengxi Lu, Zhiyuan Yao, Jinyang Wu, Jie Wu, Zhengzhou Cai, Yueqing Sun, Ziang Ye, Linji Hao, Qi Gu, Xunliang Cai, Yongliang Shen, Yujiu Yang Title: AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning Arxiv: http://arxiv.org/abs/2608.05987v1 Abstract: Reinforcement learning (RL) with verifiable rewards

en

19:53

OSReward: Instituting Standardized Evaluation for...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 58 | cs.AI, cs.CL, cs.CV Authors: Qiushi Sun, Kanzhi Cheng, Yian Wang, Bowen Yang, Hang Yan, Liheng Chen, Fangzhi Xu, Zichen Ding, Nuo Chen, Jialin Cao, Xingdong Gong, Zehao Li, Kaiming Jin, Xinfeng Yuan, Zhoumianze Liu, Jingyang Gong, Zhangyue Yin, Jiahui Gao, Zhiyong Wu, Tianbao Xie, Jianbing Zhang, Ben Kao, Lingpeng Kong Title: OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward

en

2,180 results

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