Ax Meng Li (School of Computing, University of South China, Hengyang, China, Hunan Engineering Research Center of Software Evaluation and Testing for Intellectual Equipment, Hengyang, China, CNNC Key Laboratory on High Trusted Computing, Hengyang, China), Xiaohua Yang (School of Computing, University of South China, Hengyang, China, Hunan Engineering Research Center of Software Evaluation and Testing for Intellectual Equipment, Hengyang, China, CNNC Key Laboratory on High Trusted Computing, Hengyang, China), Jie Liu (School of Computing, University of South China, Hengyang, China, Hunan Engineering Research Center of Software Evaluation and Testing for Intellectual Equipment, Hengyang, China, CNNC Key Laboratory on High Trusted Computing, Hengyang, China), Shiyu Yan (School of Computing, University of South China, Hengyang, China, Hunan Engineering Research Center of Software Evaluation and Testing for Intellectual Equipment, Hengyang, China, CNNC Key Laboratory on High Trusted Computing, Hengyang, China) 3d ago

A semantic mutation metric for metamorphic relation adequacy in scientific computing programs

arXiv research on semantic mutation testing metric for scientific computing programs addressing domain semantics.

Ax Dilusha Chandrasiri, Maneesha Herath, Yasith Hewarathna, Muditha Herath, Gishan Bandara, Madara Mendis, Nathali Athukorala, Nisansa de Silva, Sandareka Wickramanayake 3d ago

How Environment and Urbanization Shape Bird Diversity in Sri Lanka

Study analyzing bird diversity across Sri Lanka using environmental data integration and spatial analysis.

Ax Lianghua Huang, Zhi-Fan Wu, Yupeng Shi, Wei Wang, Mengyang Feng, Junjie He, Chen-Wei Xie, Yu Liu, Jingren Zhou, Ang Wang, Bang Zhang, Baole Ai, Chen Liang, Cheng Yu, Chongyang Zhong, Jinwei Qi, Kai Zhu, Pandeng Li, Peng Zhang, Wenyuan Zhang, Xinhua Cheng, Yitong Huang, Yun Zheng, Yuxiang Bao, Yuzheng Wang, Zoubin Bi 3d ago

Wan-Streamer v0.2: Higher Resolution, Same Latency

arXiv paper on Wan-Streamer v0.2, audio-visual interaction model achieving higher resolution (640x368) while maintaining 200ms latency.

Ax Zhifeng Kong, Sang-gil Lee, Jaehyeon Kim, Boxin Wang, Zihan Liu, Sungwon Kim, Yang Chen, Arushi Goel, Rajarshi Roy, Wenliang Dai, Zhuolin Yang, Yangyi Chen, Dongfu Jiang, Sreyan Ghosh, Tuomas Rintamaki, Andrew Tao, Jonathan Raiman, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping 3d ago

Unified Audio Intelligence Without Regressing on Text Intelligence

arXiv paper introducing Nemotron Audex-30B-A3B, unified audio-text LLM maintaining text performance while adding audio understanding.

Ax Anthony Hu, V\'aclav Volhejn, Adrien Ramanana Rahary, Chris Mulder, Aditya Makkar, Alyx Liao, Am\'elie Royer, Manu Orsini, Adam Jelley, Eloi Alonso, Florian Laurent, Fredrik Nor\'en, James Swingos, Jan H\"unermann, Kent Rollins, Lucas Hosseini, Matthieu Le Cauchois, Maxim Peter, Pim de Witte, Tim Brown, Vincent Micheli, Moritz B\"ohle, Gabriel de Marmiesse, Viktoriia Sharmanska, Lucia Specia, Michael Black, Patrick P\'erez 3d ago

Multiplayer Interactive World Models with Representation Autoencoders

arXiv paper on multiplayer world models for dynamic environments with complex physics, conditioning on multiple agent action streams.

Ax Jacky Kwok, Shulu Li, Pranav Atreya, Yuejiang Liu, Yixing Jiang, Chelsea Finn, Marco Pavone, Ion Stoica, Azalia Mirhoseini 3d ago

LLM-as-a-Verifier: A General-Purpose Verification Framework

arXiv research introducing LLM-as-a-Verifier framework for verification as scaling axis, enabling fine-grained feedback for agentic tasks.

HN legojazz 3d ago

Open Source Game Dev Agent

OpenGenie: AI-powered game development agent converting plain language descriptions into Godot 4 projects with automated testing.

HN speckx 3d ago

Humans Don't Work at GitHub

GitHub account lockout complaint: user's repositories and profile disappeared without warning or human appeal process.

HN trekhleb 3d ago

Claude's Learning Mode

Claude's learning mode now available to all Code users, guiding users to solutions rather than direct answers.