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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

18:33

Metis: Memory Foundation Model

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 245 | cs.CL, cs.LG Authors: Zeyu Zhang, Ziliang Guo, Yihang Sun, Xichong Zhang, Xixuan Hao, Zehao Lin, Yang Zhang, Xiaoyan Zhao, Tong Shen, Bo Tang, Zhi-Qin John Xu, Junchi Yan, Haofen Wang, Xu Chen, Feiyu Xiong, Zhiyu Li, Tat-Seng Chua Title: Metis: Memory Foundation Model Arxiv: http://arxiv.org/abs/2607.26760v1 Abstract: Recent advances in AI agents have

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21:38

Frontis-MA1: Training an AI4AI Model towards...

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 158 | cs.CL Authors: Junlin Yang, Che Jiang, Yu Fu, Tianwei Luo, Can Ren, Weizhi Wang, Kaikai Zhao, Hongyi Liu, Yuxin Zuo, Yuru Wang, Yuchen Fan, Kai Tian, Zhenzhao Yuan, Xiaojian Lin, Li Sheng, Rushi Qiang, Guoli Jia, Xingtai Lv, Ermo Hua, Dianqiao Lei, Youbang Sun, Ning Ding, Bowen Zhou, Kaiyan Zhang Title: Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

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19:37

PhiZero: A World Model Built Around Physical Language

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 150 | cs.CV Authors: Shuyao Shang, Yuqi Wang, Ruopeng Gao, Xu Chen, Tieniu Tan, Lue Fan, Zhaoxiang Zhang Title: PhiZero: A World Model Built Around Physical Language Arxiv: http://arxiv.org/abs/2607.28624v1 Abstract: We introduce PhiZero, a physical world model built around physical language, a compact discrete representation of world-state transitions. Existing

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22:21

VideoCoCo: Code-as-CoT for Physically-Consistent...

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 62 | cs.CV, cs.AI Authors: Haodong Li, Tianfei Ren, Xiaoxiao Ma, Chunmei Qing, Zhen Fang, Sipeng He, Ziyu Guo, Haoyu Wu, Juanxi Tian, Yihang Zou, Ruichuan An, Dongzhi Jiang, Boxue Yang, Ji Xie, Xu Huang, Wenhao Yan, Jialv Zou, Zhengrong Yue, Yaxin Luo, Xiaotong Li, Yuzhu Wang, Junyan Ye, Jinjing Zhao, Zehui Chen, Lin Chen, Renye Yan, Feng Zhao, Pheng-Ann Heng Title: VideoCoCo: Code-as-CoT for Physically-Consistent

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22:23

Memory Decoder at Scale: A Pretrained, Parametric...

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 48 | cs.CL Authors: Rubin Wei, Jiaqi Cao, Jiarui Wang, Junming Zhang, Qipeng Guo, Bowen Zhou, Zhouhan Lin Title: Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory Arxiv: http://arxiv.org/abs/2607.27919v1 Abstract: Decoder-only language models entangle long-term memory and reasoning in a single parameter set, making it difficult to scale memory

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20:18

Beacon: Knowing When and How to Perform Agentic...

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 45 | cs.CV Authors: Qixun Wang, Yang Shi, Letian Cheng, Zhuoran Zhang, Yan He, Yuqi Tang, Qi Zhang, Xinlei Yu, Ruizhe Chen, Tianrun Xu, Yuanxing Zhang, Pengfei Wan, Haotian Wang, Xianghua Ying Title: Beacon: Knowing When and How to Perform Agentic Visual Reasoning Arxiv: http://arxiv.org/abs/2607.28595v1 Abstract: The fundamental goal of agentic visual reasoning is to

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20:17

BM25 Wins at Scale: A Scaling Study of...

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 39 | cs.CL Authors: Pengyu Wang, Benfeng Xu, Shaohan Wang, Xin Zeng, Huarui Wu, Lei Zhang, Licheng Zhang Title: BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Arxiv: http://arxiv.org/abs/2607.26497v2 Abstract: Retrieval-augmented generation (RAG) spans lexical and dense retrieval, graph-based indexing, and agentic search, but these

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20:38

Flux-OPD: On-Policy Distillation with Evolving Contexts

Daily Paper Cast ·

2026/08/01

🤗 Upvotes: 38 | cs.LG, cs.AI Authors: Yuran Wang, Zekun Wang, Bohan Zeng, Ruixu Zhang, Wenxuan Liu, Liu Yang, Yifan Dai, Yang Shi, Bozhou Li, Chengzhuo Tong, Daili Hua, Yuanxing Zhang, Wentao Zhang Title: Flux-OPD: On-Policy Distillation with Evolving Contexts Arxiv: http://arxiv.org/abs/2607.28022v1 Abstract: Large language model training in open-ended domains lacks verifiable

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20:50

TurboVLA: Real-Time Vision-Language-Action Model at...

Daily Paper Cast ·

2026/07/31

🤗 Upvotes: 122 | cs.CV, cs.ROAuthors: Hengyi Xie, Chenfei Yao, Xianjin Wu, Xuanyang Xi, Yiping Tang, Di Xu, Yingying Zhu, Dingkang Liang, Xiang Bai, Han Ding Title: TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM Arxiv: http://arxiv.org/abs/2607.27205v1 Abstract: Vision-language-action (VLA) models commonly adopt an LLM-centric $V \to

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20:06

CoRT: Counterfactual Replay for Token-Level...

Daily Paper Cast ·

2026/07/31

🤗 Upvotes: 78 | cs.AI Authors: Bo-Wen Zhang, Junwei He, Wen Wang, Song-Lin Lv, Wentao Ma, Rongyi Lin, Shuhan Zhong, Lan-Zhe Guo Title: CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Arxiv: http://arxiv.org/abs/2607.25659v1 Abstract: Rubric-based reinforcement learning enriches language model training by evaluating model outputs against explicit

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19:41

HumanCLAW: Can Vision-Language Models Act Through a...

Daily Paper Cast ·

2026/07/31

🤗 Upvotes: 67 | cs.CV, cs.RO Authors: Siyao Li, Jiawei Gu, Shuai Liu, Kairui Hu, Zekun Li, Linjie Li, Chengcheng Tang, Po-Chen Wu, Ivan Shugurov, Lingni Ma, Michael Zollhoefer, Sizhe An, Abhay Mittal, Amy Zhao, Ranjay Krishna, Manling Li, Ziwei Liu, Chuan Guo Title: HumanCLAW: Can Vision-Language Models Act Through a Body? Arxiv: http://arxiv.org/abs/2607.27180v1 Abstract:

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19:39

DecoEvo: Score-Decoupled Co-Evolution of Solver and...

Daily Paper Cast ·

2026/07/31

🤗 Upvotes: 57 | cs.AI Authors: Jiangwang Chen, Zixin Song, Junlin Liu, Shuaiyu Zhou, Haiyan Wu, Haihan Shi, Chenxi Zhou, Hanqing Li, Xiao Yang, Da Zhu, Guanjun Jiang, Hai Wan, Xibin Zhao Title: DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Arxiv: http://arxiv.org/abs/2607.25675v1 Abstract: Text-space optimization adapts large language

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21:19

CLBench-V: Evaluating Multimodal Context Learning...

Daily Paper Cast ·

2026/07/31

🤗 Upvotes: 41 | cs.CV, cs.AI, cs.CL, cs.LG Authors: Lai Wei, Chengqi Li, Jiapeng Li, Ruina Hu, Yue Wang, Weiran Huang Title: CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition Arxiv: http://arxiv.org/abs/2607.25294v1 Abstract: Real-world tasks often require models to learn from task-specific context rather than relying only on pre-trained

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20:31

CAST: Game Solvers as Turn-Level Teachers for LLM Agents

Daily Paper Cast ·

2026/07/31

🤗 Upvotes: 31 | cs.CL, cs.AI Authors: Yu Wang, Yi-Kai Zhang, Wentao Shi, Ziang Ye, Yuchun Miao, Yueqing Sun, Qi Gu, Xunliang Cai, Lan-Zhe Guo, Han-Jia Ye, Fuli Feng Title: CAST: Game Solvers as Turn-Level Teachers for LLM Agents Arxiv: http://arxiv.org/abs/2607.25308v1 Abstract: Training large language models (LLMs) to act in long-horizon games is a promising step toward

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19:17

HiFi-UMI: Learning Deployable Manipulation Policies...

Daily Paper Cast ·

2026/07/30

🤗 Upvotes: 137 | cs.RO, cs.CV, cs.LGAuthors: Simple AI, :, Yuteng Wei, Jinming Ma, Jiawei Wang, Weitao Zhou, Yushen Zuo, Ke Rui, Minglei Li, Jinhao Zhang, Zhikang Pan, Xiang Wang, Haoran Jia, Huan Du, Zicheng Zeng, Jun Ma, Guiyu Qin, Di Zhang, Xiaofei Li Title: HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone Arxiv: http://arxiv.org/abs/2607.25895v1

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19:59

A New Role for Relevance: Guiding Corpus Interaction...

Daily Paper Cast ·

2026/07/30

🤗 Upvotes: 85 | cs.CL Authors: Jiangnan Li, Yuqing Li, Mo Yu, Jinchao Zhang, Jie Zhou Title: A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Arxiv: http://arxiv.org/abs/2607.24223v1 Abstract: Relevance is a query-dependent estimate of whether a document or excerpt contains useful evidence. Existing retrieval agents use relevance to select top-$k$ content,

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19:00

CodeNib: A Multi-View Data System for Serving...

Daily Paper Cast ·

2026/07/30

🤗 Upvotes: 63 | cs.SE Authors: Zhongming Yu, Hengjia Yu, Boqin Yuan, Shuting Zhao, Yizhao Chen, Aryan Dokania, Mihir Jagtap, Jiayu Chang, Yitong Ma, Yash Jayswal, Wentao Ni, Hejia Zhang, Zhaoling Chen, Gangda Deng, Jishen Zhao Title: CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents Arxiv: http://arxiv.org/abs/2607.25431v1 Abstract: Coding agents

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21:31

ReDesign: Recovering Editable Design Structures from...

Daily Paper Cast ·

2026/07/30

🤗 Upvotes: 57 | cs.CV Authors: Jooyeol Yun, Jintae Park, Hyesu Lim, Junha Hyung, Hyungjin Chung, Jaegul Choo Title: ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition Arxiv: http://arxiv.org/abs/2607.25565v1 Abstract: Recovering an editable design file from a raster image is a common and costly bottleneck in modern design workflows, yet remains

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19:02

Keep It InMind: Benchmarking the Implicit-Association...

Daily Paper Cast ·

2026/07/30

🤗 Upvotes: 25 | cs.CL Authors: Ruizhe Li, Mingxuan Du, Benfeng Xu, Zhendong Mao Title: Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory Arxiv: http://arxiv.org/abs/2607.24368v1 Abstract: Long-term memory systems store what a user says in an external store and retrieve it when a related query arrives. This interface rests on an assumption so

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20:19

Pass the Baton: Trajectory-Relayed On-Policy...

Daily Paper Cast ·

2026/07/30

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: Haolei Xu, Xiaowen Xu, Haiwen Hong, Zixuan Ni, Hongxing Li, Yiwen Qiu, Weiming Lu, Yongliang Shen Title: Pass the Baton: Trajectory-Relayed On-Policy Distillation Arxiv: http://arxiv.org/abs/2607.26057v1 Abstract: On-policy distillation (OPD) grounds token-level supervision in the student's own trajectory, yet suffers from prefix failure:

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2,180 results

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