Core Viewpoint - Byte's Seed has introduced Robix, a single model that integrates reasoning, task planning, and natural language interaction for robots, eliminating the need for multiple modules [1][4][27]. Group 1: Robix Model Overview - Robix is designed to handle high-level cognitive tasks while a lower-level system (VLA) executes commands issued by Robix [6][9]. - The model is a visual-language integrated single model that processes images and language simultaneously, streamlining communication and decision-making [10][11]. - It employs a chain of thought reasoning and a three-stage training strategy to enhance its capabilities [11][12]. Group 2: Training Methodology - The training consists of three phases: 1. Continuous pre-training with extensive robot-related data to understand 3D space and correlate language with visuals. 2. Supervised fine-tuning using real-world scenarios to teach task handling and basic conversation skills. 3. Reinforcement learning to correct discrepancies between thought and action through a reward system [19][20]. Group 3: Performance Metrics - In foundational ability tests, Robix outperformed Qwen 2.5-VL in 7 out of 8 spatial understanding tasks, achieving higher average accuracy [21]. - Robix's performance in various benchmarks shows it surpassing closed-source models like GPT-4o and Gemini 2.5 Pro in most tests [21][22]. - In real-world interaction tests, Robix-32B achieved an average task progress of 92.5%, exceeding Gemini 2.5 Pro and GPT-4o by 4.3 and 28.1 percentage points, respectively [25]. Group 4: Leadership and Development - The project is led by Dr. Li Hang, who has a significant background in AI and robotics, previously serving as the head of Huawei's Noah's Ark Lab [28][30]. - Despite rumors of retirement, Dr. Li continues to contribute to the project in a consulting capacity [31].

【DT新材料】 获悉， 8月9日上午， 宇树科技 创始人王兴兴在2025世界机器人大会发表主旨演讲。以下是演讲要点： （1）需求端拉动了整个行业的发展 王兴兴表示，今年上半年整个机器人行业非常火爆，得益于市场和政策的支持，我觉得整机厂商， 包括零部件厂商，至少平均每家企业有将近50%到 100%的增长，这对整个行业来说是非常少见的一件事情 ，就是从需求端拉动了整个行业的发展。 （2）没有一家大公司能保证有足够的资源能永远在AI领域最领先 王 兴兴 表示，AI领域，包括机器人领域的发展是一个全球共创的过程。他说，在过去的很多年， 没有一家大公司能保证有足够的资源能永远在 AI 领 域最领先，过去的经验已经证明， AI的创新永远伴随着一些随机性，伴随着更多的聪明年轻人，所以很多情况下，每家公司或者每家高校都做了很多 贡献，才推动了整个领域的发展。 （3）机器人目前最大的问题在于模型问题 王兴兴认为， 目前机器人行业对数据关注太多，对模型关注太少 ，现在最大的问题其实是模型问题，当前的机器人模型架构不够好不够统一，即使有 很多比较好的数据训练，但是也无法使用。 （4）人形机器人AI能力目前像ChatGPT出来前的1 ...

《科创板日报》9日讯，今日，在2025世界机器人大会上，宇树科技王兴兴认为，目前机器人行业对数 据关注太多，对模型关注太少，现在最大的问题其实是模型问题，当前的机器人模型架构不够好不够统 一，即使有很多比较好的数据训练，但是也无法使用。（记者 张洋洋） ...