Podcast Episodes

An Empirical Study of Harness Design for Coding Agents

Episode 2287

🤗 Upvotes: 30 | cs.AI, cs.CL, cs.LG, cs.SE

Authors:
Run-Ze Fan, Zihao Zhang, Simin Ma, Yebowen Hu, Shouju Wang, …

3 weeks ago

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DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Episode 2286

🤗 Upvotes: 26 | cs.CL

Authors:
DeepSeek-AI, Anyi Xu, B. Li, Bangcai Lin, Bing Xue, BingCheng Xian, Bingzheng Xu,…

3 weeks ago

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JEPA-Anything: Learning Predictive Models across Different Worlds

Episode 2285

🤗 Upvotes: 21 | cs.CL

Authors:
Taoyong Cui, Zhongyao Wang, Xinyue Xu, Weiyang Liu, Zhaochen Yu, Yuying Zhang, Qi…

3 weeks ago

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ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments

Episode 2284

🤗 Upvotes: 63 | cs.CL, cs.CY

Authors:
Hejia Geng, Zesen Huang, Haoyang Li, Wenbin Li, Koutian Wu, Zihan Zhou, Yu…

3 weeks, 1 day ago

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Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Episode 2283

🤗 Upvotes: 43 | cs.CL, cs.AI

Authors:
Caiqi Zhang, Xiaochen Zhu, Chengzu Li, Yulong Chen, Dharshan Kumaran, Nige…

3 weeks, 1 day ago

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ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Episode 2282

🤗 Upvotes: 40 | cs.SE, cs.AI

Authors:
Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira, Marc-Alexandre …

3 weeks, 1 day ago

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Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

Episode 2281

🤗 Upvotes: 33 | cs.LG, cs.AI

Authors:
Yizhuo Li, Jianhao Yan, Yun Luo, Zhi Wang, Futing Wang, Rong-Xi Tan, Kangh…

3 weeks, 1 day ago

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ActionPiece: Rethinking Action Tokenization for Autoregressive Vision-Language-Action Models

Episode 2280

🤗 Upvotes: 32 | cs.RO, cs.AI, cs.CL, cs.CV

Authors:
Shijie Lian, Bin Yu, Zhaolong Shen, Xiaopeng Lin, Yichao Du,…

3 weeks, 1 day ago

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VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention

Episode 2279

🤗 Upvotes: 30 | cs.CV

Authors:
Xingyang Li, Dongyun Zou, Shining Zhang, Jiacheng Chen, Haocheng Xi, Lvmin Zhang,…

3 weeks, 1 day ago

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Agora: Git as Shared Memory for Collective AutoResearch

Episode 2278

🤗 Upvotes: 29 | cs.LG, cs.AI, cs.CL

Authors:
Yifan Zhang, Yunheng Zou, Shaokun Zhang, Jian Hu, Hao Zhang, Binfen…

3 weeks, 1 day ago

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