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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

22:29

Interpretable MEG Decoding of Perceived Speech:...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 52 | cs.LG, cs.SD, q-bio.NC Authors: Ilia Semenkov, Daria Kleeva, Ivan Dakhtin, Zarina Maksudova, Alex Ossadtchi Title: Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval Arxiv: http://arxiv.org/abs/2608.01481v1 Abstract: Short segments of perceived speech can be retrieved from non-invasive

en

21:59

WorldClaw: Agentic 3D Open-World Generation at Scale

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 50 | cs.AI, cs.CV Authors: Chunchao Guo, Jinpeng Li, Yang Li, Zilong Huang Title: WorldClaw: Agentic 3D Open-World Generation at Scale Arxiv: http://arxiv.org/abs/2608.05248v1 Abstract: Generating large-scale, freely explorable 3D worlds from open-ended text remains challenging because a system must jointly maintain global spatial coherence, rich local content, and

en

19:46

GST-Bench: Can VLMs Develop Global Spatial Awareness...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 31 | cs.CV Authors: Qifeng Zhang, Kaixiang Huang, Heng Dong, Huang Fang, Junting Chen, Junjie Zhu, Yonghang Chen, Zhiyu Zhang, Wei Li Title: GST-Bench: Can VLMs Develop Global Spatial Awareness from Video? Arxiv: http://arxiv.org/abs/2608.05747v1 Abstract: Spatial intelligence is fundamental to embodied agents, yet existing benchmarks focus on local spatial perception

en

19:09

EnvACE: Internalizing Environment Dynamics via World...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 30 | cs.AI Authors: Zishan Xu, Zhiyuan Yao, Yuxin Chen, Yifu Guo, Zhengxi Lu, Yuquan Lu, Jinyang Huang, Yan Xu, Yasheng Wang, Weinan Zhang, Xingshan Zeng, Weiwen Liu Title: EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Arxiv: http://arxiv.org/abs/2608.06197v1 Abstract: Training large language model agents for

en

19:30

ChronoVision: Temporal Reasoning via Latent State...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 26 | cs.CV Authors: Yifan Shen, Jian Xu, Boyi Li, Yuner Zhang, Tianjiao Yu, Bingxuan Li, Houze Yang, Rushi Wang, Xu Cao Title: ChronoVision: Temporal Reasoning via Latent State Reconstruction Arxiv: http://arxiv.org/abs/2608.05631v1 Abstract: Multimodal large language models excel at passive perception but struggle with complex visual cognitive tasks requiring

en

20:35

Learning from Failures: Retrieval-Centric CoT via...

Daily Paper Cast ·

2026/08/08

🤗 Upvotes: 26 | cs.CV Authors: Zelong Sun, Jun Wang, Kaicheng Yang, Tiancheng Gu, Ziyong Feng, Zhiwu Lu Title: Learning from Failures: Retrieval-Centric CoT via Hard Negatives for Unified Multimodal Retrieval Arxiv: http://arxiv.org/abs/2608.06060v1 Abstract: Unified multimodal retrieval aims to identify candidates that satisfy complex user intent expressed through heterogeneous

en

20:26

ABSeeker: Training Long-Horizon Search Agents via...

Daily Paper Cast ·

2026/08/07

🤗 Upvotes: 55 | cs.AIAuthors: Yijun Lu, Rui Ye, Jiajun Wang, Yuwen Du, Tian Jin, Songhua Liu, Siheng Chen Title: ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment Arxiv: http://arxiv.org/abs/2608.05102v1 Abstract: Long-horizon search agents must make multiple sequential actions (steps) to search, retrieve, verify, and integrate evidence to

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20:53

ToolArtist: Tool-Using Unified Multimodal Models for...

Daily Paper Cast ·

2026/08/07

🤗 Upvotes: 46 | cs.CV Authors: Jiahao Zhao, Xiaomin Yu, Zhongxiang Sun, Fengwei Teng, Chengwei Qin, Xiaobin Hu, Jun Xu, Shuicheng Yan Title: ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation Arxiv: http://arxiv.org/abs/2608.04436v1 Abstract: Text-to-image (T2I) models can produce visually compelling images, yet they remain limited on open-world tasks

en

24:05

Towards Physics of Multimodal Pretraining: Knowledge...

Daily Paper Cast ·

2026/08/07

🤗 Upvotes: 43 | cs.CV, cs.LG, cs.MM Authors: Junlin Han, Shengbang Tong, David Fan, Minghao Chen, Philip Torr, Filippos Kokkinos, Mike Lewis Title: Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes Arxiv: http://arxiv.org/abs/2608.05000v1 Abstract: Vision offers a critical axis for advancing foundation models, driving a

en

19:18

Ego2Robot: Scalable Robot Data Synthesis from...

Daily Paper Cast ·

2026/08/07

🤗 Upvotes: 21 | cs.RO Authors: Ye Wang, Pei Lin, Xiong-Hui Chen, Haoqi Yuan, Zhixuan Liang, Yiyang Huang, Anzhe Chen, Zixing Lei, Jie Zhang, Tao Zhang, Haoyang Li, Tong Zhang, Chenxi Xiao, Ziyuan Jiao, Qin Jin Title: Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human Data Arxiv: http://arxiv.org/abs/2608.02580v1 Abstract: Learning generalizable robot manipulation

en

21:58

MerchantBench: Benchmarking LLM Agents for Long-Term...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 89 | cs.AIAuthors: Qiming Shi, Yulong Tao, Linbo Jin, Zhaolu Kang, Yibo Dou, Jiawen Zhu, Tianjun Pan, Shaokang Fu, Chengyu Wang, Siyue Li, Yaping Cheng, Di Weng, Chengfu Huo Title: MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations Arxiv: http://arxiv.org/abs/2607.28956v2 Abstract: Large language model agents are increasingly

en

20:57

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 79 | cs.CV Authors: Yicheng Xiao, Wenxun Dai, Xinran Qin, Lin Song, Maoquan Zhang, Hang Xu, Yukang Chen, Yitong Li, Guohui Zhang, Yuan Zhang, Xuying Zhang, Tommy Zhang, Jianlong Yuan, Peihao Li, Shuai Lu, Siming Fu, Chuyang Zhao, Xin Han, Jie Huang, Wenbo Li, Guoqing Ma, Wei Huang, Xiaojuan Qi, Haoyang Huang, Nan Duan Title: JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

en

20:13

AURORA-LM: Autoencoding Unified Representation for...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 74 | cs.CL Authors: Jiajun Liang, Yucheng Liao, Yukang Cao, Jiazhe Wei, Ken Li, Wende Tan, Jiankun Zhang, ZY Cui, Jingkang Yang, Liucheng Guo, Shiqi Yang, B. Yang, Caifeng Shan, Ziwei Liu, Chenyang Si Title: AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling Arxiv: http://arxiv.org/abs/2608.02602v1 Abstract: Language

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18:22

Video-DeepResearch: Towards the Next-Generation...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 45 | cs.CV, cs.AI Authors: Zhen Fang, Yu Zeng, Wenxuan Huang, Yiming Zhao, Shiting Huang, Tianfei Ren, Qi Lu, Qingnan Ren, Qisheng Su, Lionel Z. Wang, Qingyu Yin, Shuang Chen, Zehui Chen, Lin Chen, Zhenfei Yin, Yao Hu, Shaohui Lin, Wanli Ouyang, Shaosheng Cao, Feng Zhao Title: Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent Arxiv:

en

22:59

Knowledge-Geometry Decoupling: Refreshable Pretrained...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 38 | cs.IR Authors: Zixuan Wang, Yuhong Chen, Yuxuan Zhu, Guidong Lei, Zhiluohan Guo, Yu Zhao, Kun Wang, Bangyang Hong, Kangle Wu, Yabo Ni, Anxiang Zeng, Cong Fu, Hui Li Title: Knowledge-Geometry Decoupling: Refreshable Pretrained Transfer for Streaming Recommendation Arxiv: http://arxiv.org/abs/2608.02738v1 Abstract: Industrial recommenders increasingly adopt the

en

22:18

PCSD: Persistent Consistency for Self-Distillation in...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 37 | cs.AI Authors: Chunji Lv, Yangguang Wei, Junlin Liu, Yang Gao, Ming Liu, Xinming Wang, Jinyang Wu, Guoren Wang, Changsheng Li Title: PCSD: Persistent Consistency for Self-Distillation in Agentic Reinforcement Learning Arxiv: http://arxiv.org/abs/2608.01837v1 Abstract: Large language model agents have shown strong potential in complex interactive tasks, yet their

en

20:56

Quo Vadis, World Modeling?

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.RO Authors: Yu Yang, Xuemeng Yang, Licheng Wen, Lingdong Kong, Xiaobin Hu, Dongyue Lu, Wei Chow, Xiyan Huang, Yuxiang Feng, Yue Liao, Jianbiao Mei, Daocheng Fu, Rong Wu, Pinlong Cai, Ran Yi, Ying Tai, Jiangning Zhang, Botian Shi, Yong Liu, Shuicheng Yan Title: Quo Vadis, World Modeling? Arxiv: http://arxiv.org/abs/2608.02713v1 Abstract:

en

22:19

PAST-Bench: Benchmarking the Foundations of Recursive...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 28 | cs.CL Authors: Shuhan Xue, Zixin Ding, Yichen Shen, Yinjie Wang, Zhenfei Yin, Yingcheng Wu, Yuxin Chen, Mengdi Wang, Ling Yang Title: PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents Arxiv: http://arxiv.org/abs/2608.04003v1 Abstract: Recursive self-improvement requires agents to turn accumulated experience into better

en

22:21

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion...

Daily Paper Cast ·

2026/08/06

🤗 Upvotes: 25 | cs.AI Authors: Fengqi Zhu, Shaoxuan Xu, Jingyang Ou, Zebin You, Yipeng Xing, Huabin Liu, Xiaolu Zhang, Jun Zhou, Zhenzhong Lan, Yankai Lin, Wayne Xin Zhao, Jianguo Li, Chongxuan Li, Ji-Rong Wen Title: LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models Arxiv: http://arxiv.org/abs/2608.03457v1 Abstract: Diffusion language models (dLLMs) offer an

en

20:29

SwanTale: Unified Multi-Speaker Speech and Audio...

Daily Paper Cast ·

2026/08/05

🤗 Upvotes: 142 | eess.AS, cs.SDAuthors: Yu Zhang, Ruiqi Li, Changhao Pan, Ke Lei, Xiang Yin, Cheng Yang Title: SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks Arxiv: http://arxiv.org/abs/2608.02023v2 Abstract: Speech and audio generation is often needed in animation dubbing, audio drama, movies, advertising, games, podcasts, and

en

2,180 results

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