截至收盘，中证人工智能主题指数上涨0.5%，上证科创板人工智能指数上涨1.0%，相关产品交投活跃，人工智能ETF（159819）全天成交额超7亿元。 华泰证券认为，人工智能行业正处于快速发展阶段，技术创新和应用场景不断拓展。随着政策支持力度的加大以及市场需求的增长，人工智能产业链将迎来 新的发展机遇。特别是中上游的基础技术领域如芯片、算法框架等，将成为未来投资的重点方向，人工智能的长期投资价值显著。 每日经济新闻 ...

最近陆续有几个会议结束了投稿，虽然还没开奖，但投稿数量着实很大。也有很多同学着急忙慌地选择转 投其它会议，什么会议更适合自己？什么方向审稿人更青睐？这是很多同学非常关注的点。其中不乏大模 型、传统机器人、机械方向的同学，还有很多新手。 先看看具身的一些方向，vln、vla、强化、还有一些real2sim2real。很多小白不知道如何下手，选择强化学 习还是vla？传统slam还是vln？哪些方向需要较大算力，哪些不需要？除此之外，什么样的本体适合自己研 究，预算不够怎么办？仿真可以吗？ 人形机器人在强化与sim2real/real2sim2real研究上较为活跃，如果实验室有相关本体，可以从这几个方向入 手。 为什么选择我们？ 剩下就是一些方法论的问题了，有好的idea至关重要。对很多新人研究者，一个好的idea需要踩很多次坑。 如果你还是新人，不知道怎么入门，可以看看我们推出的论文辅导。 论文辅导上线了 【具身智能之心论文辅导重磅上线！多模态大模型/VLA/强化学习/VLN/遥操作/数采/机器人仿 真/real2sim2real/端到端/diffusion等顶会方向1V1定制化辅导】 辅导区间 CCF-A到 ...

Core Insights - The latest version of the large language model, Grok 4.1, was launched by Elon Musk's xAI, showcasing significant improvements in speed and quality compared to its predecessor Grok 4, which was released just four months prior [1][14] Performance Enhancements - Grok 4.1 has undergone targeted optimizations to reduce hallucinations, achieving a hallucination rate of approximately 4%, down from around 12% in Grok 4, marking a nearly threefold decrease [3] - The model has shown substantial improvements in emotional intelligence and creative writing, scoring 1586 on the EQ-Bench emotional intelligence test, up from 1206 in Grok 4 [6] User Experience - In blind testing conducted by LMArena, Grok 4.1 achieved a preference rate of 64.78% over its predecessor, indicating strong user approval [8] - The model is accessible for free to all users across various platforms, including grok.com, X platform, and the Grok App on iOS and Android, with a default setting for Auto mode to Grok 4.1 [12] Market Position - xAI's rapid development cycle is highlighted by the swift transition from Grok 4 to 4.1, achieving a top ranking in performance metrics within six months, contrasting with the slower update cycles of competitors [14]

Core Insights - The restructuring case of Wento Holdings Co., Ltd. has made significant progress, being the first listed company in China to undergo coordinated restructuring and subsidiary bankruptcy liquidation, utilizing a dual-track disposal model to systematically divest inefficient assets and transition towards digital cultural tourism and AIGC content technology [1][2] Group 1: Restructuring Progress - The Beijing Bankruptcy Court has successfully rescued 27 small and medium-sized tech innovation enterprises with specialized qualifications since 2024, covering fields such as artificial intelligence and smart healthcare, with an average rescue period of only 4.5 months [2][3] - The court has introduced innovative measures to speed up the restructuring process, including simplifying acceptance procedures and presuming the restructuring value of specialized enterprises, with one case taking only 35 days from acceptance to plan approval [2][3] Group 2: Case Examples - The court reported on eight typical cases of judicial rescue, including the restructuring of Wento Holdings, which aims to drive traditional industry upgrades through technological innovation [3] - The court emphasized the importance of retaining the core capabilities of tech enterprises, highlighting that the competitiveness of these companies heavily relies on the technical expertise of founders and the stability of core teams [3] Group 3: Future Directions - The court plans to deepen mechanism innovation by establishing a value recognition indicator system for tech enterprise restructuring, incorporating factors like technology maturity and market share into assessments [4] - Future efforts will also focus on strengthening collaborative governance and enhancing professional capabilities, including exploring new models such as intellectual property securitization and technology equity for debt repayment [4]

Core Insights - Xiaomi Group reported a third-quarter revenue of 113.1 billion yuan, representing a year-on-year growth of 22.3%, marking the fourth consecutive quarter of exceeding 100 billion yuan in revenue [1] - The adjusted net profit reached 11.3 billion yuan, a significant increase of 80.9% year-on-year, achieving a historical high [1] - Revenue from the smart electric vehicle and AI innovation business segment amounted to 29 billion yuan, with a year-on-year increase of over 199% [1] - Specifically, the revenue from smart electric vehicles was 28.3 billion yuan, and for the first time, the smart electric vehicle and AI innovation business segment achieved a positive operating profit of 700 million yuan in a single quarter [1]

每经AI快讯，11月18日，小米集团在三季报中披露，2025年第三季度，智能电动汽车及AI等创新业务 分部首次实现单季度经营盈利，本季度经营收益为人民币7亿元。 ...

新华财经法兰克福11月18日电（记者马悦然单玮怡）在全球经济不确定加剧、国际金融秩序加速演变的 背景下，17日，欧元金融周"中国日"活动在德国法兰克福举行。与会人士普遍认为，中德作为全球重要 经济体，在不确定性上升的时代保持开放对话、深化务实合作，不仅对双方经济发展意义重大，也将为 全球经济和金融稳定提供关键支撑。 中德合作的稳定性和方向性尤为关键。中国驻法兰克福总领事黄昳扬表示，在国际环境波动加剧的情况 下，中德关系得以稳健发展关键在三个方面：一是双方在各层级都保持高度的互相理解意愿；二是在金 融等专业领域合作不断深化；三是双方长期发展理念契合，两国未来可在"创新、开放、可持续"方向不 断拓展合作。 作为中德金融合作的参与者和推动者，金融机构正积极拓展服务网络。中国工商银行金融市场部总经理 王海璐表示，工商银行自1999年在法兰克福设立首家亚洲以外海外分行以来，已在欧洲16个国家建立综 合服务网络。面对全球经济格局重塑与产业转型，工商银行将继续发挥全球网络与人民币业务优势，深 化中欧本币合作，拓展绿色与创新金融服务，推动资本与产业协同发展，为中欧合作注入新的动力与韧 性。 展望未来，建立稳定透明的双向投资环 ...

贝索表示，2026年很可能成为两大技术深度融合的一年。 回望即将结束的2025年，智能体应用爆发，AI开始从"听令行事"走向"主动服务"，人形机器人产业链也 开始提前规划产能。但整体而言，AI在物理世界的部署仍面临诸多挑战，在追求高精度和高效率的工 业场景中，这一问题则更为突出。李飞飞、杨立昆等顶尖人工智能科学家近日均发声强调AI学习理解 物理世界的重要性。 为何AI在物理世界走得更慢？AI在2026年又迎来怎样的发展？ 世界经济论坛人工智能卓越中心的人工智能应用与影响负责⼈玛丽亚·贝索（Maria Basso）近日在接受 第一财经记者专访时解释称，将机器人集成至工业场景的难度远高于部署聊天机器人。她认为，让机器 人能够理解物理世界的"世界模型"技术尚未完善，而实际部署时需要考虑更多因素、调试更多参数。另 外，机器人部署还需要解决安全问题和劳动力适配等问题。 但她也观察到，在工业特别是制造业场景中，越来越多AI、传感器与机器人技术相融合的案例涌现出 来。展望未来，她期待世界模型技术取得更大进展，同时AI智能体可以实现从技术概念和零星应用， 到被企业规模化应用的跨越。"2026年很可能成为两大技术深度融合的一年 ...

Market Overview - Major stock indices in the Asia-Pacific region experienced significant declines, with Japan's Nikkei 225 dropping 3.22% to 48,702.98 points, marking the largest single-day drop since April [1] - The South Korean Composite Index fell 3.32% to 3,953.62 points, while the Australian S&P 200 Index decreased by 1.28% to 8,469.1 points [1] - European markets also opened lower, with major indices such as the Euro Stoxx 50, FTSE 100, CAC 40, DAX 30, and FTSE MIB all declining by over 1% [1] A-Share Market Performance - The A-share market also saw declines, with the Shanghai Composite Index down 0.81% to 3,939.81 points and the Shenzhen Component Index down 0.92% to 13,080.49 points [2] - The ChiNext Index fell 1.16% to 3,069.22 points, while the North Star 50 Index dropped nearly 3% [2] - Over 4,100 stocks in the market were in the red, with resource stocks such as coal, steel, and chemicals experiencing collective declines [2] Semiconductor Sector - The semiconductor sector showed strength, with Longxin Co. rising 20% to hit the daily limit, and Dongxin Co. and Jingchen Co. increasing by nearly 13% and 12%, respectively [3] - Other notable performers included Dazhi Co. reaching the daily limit and Beifang Huachuang rising over 5% [3] AI Application Sector - The AI application sector was notably active, with stocks like Xuan Ya International and Langchao Software hitting the daily limit for two consecutive days [7] - Other companies such as Fushi Holdings and Yuanlong Yatu also reached their daily limits, indicating strong investor interest in AI-related stocks [7] Lithium Battery Sector - The previously strong lithium battery sector saw a significant drop, with Huasheng Lithium Battery falling over 17% and several other companies experiencing declines of over 10% [10] - Notably, Huasheng Lithium Battery had previously reached a historical high, with a cumulative increase of approximately 190% over the past ten trading days [11] Company Announcements - Companies in the lithium battery sector, such as Shida Shenghua, reported significant stock price fluctuations and advised investors to be cautious due to the uncertain recovery in the downstream lithium battery industry [12] - Shida Shenghua's revenue for the first three quarters of 2025 was reported at 539 million yuan, a year-on-year increase of 62.29%, but the company still faced risks of performance decline or losses [12]

在陈天桥看来，"记忆"将成为未来AI应用的核心竞争力与分水岭，也是AI从"工具"走向"智能体"、从被动响应走向主动演化的关键。 近日，天桥脑科学研究院创始人陈天桥旗下盛大集团技术团队孵化的EverMind团队宣布推出一款面向人工智能智能体的世界级旗舰开源长期记忆系统 EverMemOS，旨在成为未来智能体的数据基础设施。 陈天桥还通过最新发布的一段视频详解了他提出的"发现式智能"，并主张发展"结构路径"研究范式，为AI赋予持久、连贯、可进化的 "灵魂"。 目前，包括Claude以及ChatGPT在内的人工智能应用都已将长期记忆作为战略级功能推出。在陈天桥看来，"记忆"将成为未来AI应用的核心竞争力与分水 岭，也是AI从"工具"走向"智能体"、从被动响应走向主动演化的关键。 研究团队介绍称，EverMind最新发布的这款长期记忆系统，灵感来自人类大脑的记忆机制——从感官信号编码、海马体索引到皮层长期存储，前额叶与海 马体协同完成记忆的形成与提取。这种"类脑"理念是EverMemOS设计的核心，能让AI像人类一样思考、记忆与成长。 "我们正在直面AI领域最深刻的挑战之一——让机器拥有记忆，开启通往更高层次通用智能 ...