Group 1: Microsoft Developments - Microsoft has upgraded GitHub Copilot into a Coding Agent, automating the entire process of bug fixing and code maintenance [1] - The Microsoft Discovery platform aids scientific innovation with capabilities for idea generation, result simulation, and autonomous learning [1] Group 2: Google Innovations - Google has launched the AI programming assistant Jules, which connects directly to GitHub and allows for five free uses per day [2] - Jules can autonomously complete coding tasks and generate detailed plans for developers to review [2] - Gartner predicts that by 2028, 75% of new application development will utilize AI-assisted programming [2] Group 3: Tencent's Gaming Engine - Tencent has released the first industrial-grade AIGC game content production engine, "混元游戏," which significantly reduces character generation time from 12 hours to 30 minutes [3] - The platform offers core functionalities such as AI art pipelines and real-time canvas generation [3] Group 4: AI Podcasting Tool - Mars Electric Wave Company has introduced ListenHub, an AI tool that converts links and documents into podcasts, allowing for quick transformation of content into audio [4][5] - ListenHub is faster than Google NotebookLM and offers more natural Chinese voice output, although it has limitations in content depth [5] Group 5: Zhiyuan BGE Models - Zhiyuan Research Institute has released three vector models that have achieved state-of-the-art results in various benchmarks [6] - BGE-Code-v1 supports 14 programming languages and excels in code repository retrieval [6] Group 6: Google NotebookLM App - Google has launched the NotebookLM app for iOS and Android, featuring document-to-podcast functionality and offline audio playback [7] - The app supports various document formats and is designed for students and lifelong learners [7] Group 7: Microsoft Discovery in Research - Microsoft Discovery has enabled the discovery of new materials in just 200 hours without coding, significantly faster than traditional methods [8] - The platform combines foundational and specialized models to facilitate complex scientific data understanding [8] Group 8: Open Source Humanoid Robot - UC Berkeley has developed an open-source humanoid robot, Berkeley Humanoid Lite, with a total cost under $5,000 [9] - The robot features a modular design and can perform bipedal walking and remote operation [9] Group 9: AI's Impact on Programming - Anthropic's CEO predicts that AI will be able to write 90% of code within 3-6 months, with 97% of technical personnel already using AI coding tools [10] - Experts believe that AI will not replace programmers but will change their roles to focus on AI guidance and innovation [10] Group 10: Tencent's ima Product - Tencent's ima team has developed a knowledge management platform that integrates AI capabilities naturally into its functions [11] - The product has accumulated nearly 10 million pieces of content and emphasizes user feedback and experience optimization [11]

目前，检索增强技术正从传统的文本场景逐步拓展至涵盖代码与视觉等多模态数据的应用。然而，相较于文本领域，现有向量模型在代码和视 觉模态中的检索效果仍有待提升。 此次智源研究院发布的三款新模型，为构建更强大的多模态检索增强系统提供了有力的支持。 BGE-Code-v1：新一代代码优化语义向量模型 这些模型取得了代码及多模态检索的最佳效果，并以较大优势登顶CoIR、Code-RAG、MMEB、MVRB等领域内主要测试基准。BGE自2023 年8月发布以来，已成为中国首个登顶Hugging Face榜首的国产AI模型以及Hugging Face2023年度模型全球下载冠军。 目前， BGE-Code-v1、BGE-VL-v1.5、BGE-VL-Screenshot三款模型已向社区全面开放 ，为相关技术研究与产业应用提供助力。 由智源研究院主导研发的通用向量模型系列BGE，旨在为各类数据提供高效一站式向量表征与语义检索方案，已推出覆盖中英文、多语言检 索及重排模型等多个版本，持续刷新MTEB、C-MTEB、BEIR、MIRACL等主流文本向量评测基准。BGE凭借高性能与开源特性备受业界关 注，已广泛应用于RAG、神经搜 ...

21世纪经济报道记者孔海丽北京报道 金沙江创投管理合伙人朱啸虎向人形机器人"开炮"了。 3月28日，他在采访中称，因"商业化不清晰"，正批量退出对人形机器人的投资，引发行业震动。 对此，经纬创投创始合伙人张颖发朋友圈调侃："朱老板别闹"，直言朱啸虎的言论可能影响其未来在机 器人领域的投资机会；众擎机器人CEO赵同阳更尖锐批评其"用眼前否定未来"。 赵同阳直言："他(朱啸虎)是非常成功和精明的商人，但很多创业者不是。" 一场投资人与创业者之间的唇枪舌剑，折射出人形机器人在资本狂热、"泡沫疑云"与技术攻坚之间的复 杂处境。 中关村论坛期间，21世纪经济报道记者见到了银河通用、星动纪元、穹彻智能、乐聚机器人等具身智能 公司创始人，也采访了智源研究院院长王仲远，本文将总结他们对人形机器人"泡沫论"、"训练数据瓶 颈"、"人形必要性"、技术路线分歧等方面的观点，拆解人形机器人争议大全。争议一：人形机器人是 否存在"泡沫"？ 朱啸虎的退出理由直指商业化前景不明，"谁会花十几万买一个机器人去干这些活？"但这一观点遭到多 位从业者反驳。 经纬创投张颖认为，机器人领域"大赛道，百花齐放，过程中有点泡沫也非常正常"，并强调"时间 ...

允中 发自 凹非寺 量子位 | 公众号 QbitAI 3月29日，智源研究院在2025中关村论坛"未来人工智能先锋论坛"上发布首个跨本体具身大小脑协作框架RoboOS与开源具身大脑 RoboBrain，可实现跨场景多任务轻量化快速部署与跨本体协作， 推动单机智能迈向群体智能 ，为构建具身智能开源统一生态加速场景应用 提供底层技术支持。 具身智能操作框架RoboOS+具身大脑RoboBrain.mp4 △ 基于RoboOS及RoboBrain的多机器人跨本体协作递送任务Demo 增强长程操作任务能力，打造感知-认知-决策-行动闭环 在具身场景中，长程操作任务是机器人执行复杂任务的核心能力之一。具身大脑RoboBrain融合了 机器人任务规划、可操作区域感知、轨迹 预测 的三维能力，通过将抽象指令映射为具象动作序列，增强长程操作任务的能力。 RoboBrain由三个模块组成：用于任务规划的 基座模型 、用于可操作区域感知的 A-LoRA模块 和用于轨迹预测的 T-LoRA模块 。在推理 时，模型首先感知视觉输入，并将输入指令分解为一系列可执行的子任务，然后执行可操作区域感知和轨迹预测。RoboBrain采用多阶段 ...

Group 1 - The 2025 Zhongguancun Forum showcased the prevalence of robots, with various demonstrations including robots performing tasks like calligraphy, coffee making, and providing medical consultations [2] - The interest in embodied intelligence has increased, with more industry players seeking collaboration for practical applications, as noted by the co-founder of Dongyi Technology [2] - Beijing's action plan for embodied intelligence aims to foster innovation and industry development, with approximately 2400 AI-related companies in the city, accounting for about 40% of the national total [3] Group 2 - The forum highlighted Beijing's investment in the embodied intelligence sector, featuring various robots such as the Go2 robotic dog and the "Nia" welcoming robot [5] - Beijing is working to establish itself as a global hub for AI, focusing on enhancing computing power, investment, talent, and infrastructure [5] - The Haidian District has launched a technology growth fund with a total scale of 20 billion yuan to accelerate technology transformation and industry implementation [6]