Core Insights - The article highlights the recent surge in research papers related to world models in autonomous driving, indicating a trend towards localized breakthroughs and verifiable improvements in the field [1] - It emphasizes the importance of refining submissions to top conferences, suggesting that the final 10% of polishing can significantly impact the overall quality and acceptance of the paper [2] - The platform "Autonomous Driving Heart" is presented as a leading AI technology media outlet in China, with a strong focus on autonomous driving and related interdisciplinary fields [3] Summary by Sections Research Trends - Numerous recent works in autonomous driving, such as MindDrive and SparseWorld-TC, reflect a focus on world models, which are expected to dominate upcoming conferences [1] - The article suggests that the main themes for the end of this year and the first half of next year will likely revolve around world models, indicating a strategic direction for researchers [1] Guidance and Support - The platform offers personalized guidance for students, helping them navigate the complexities of research and paper submission processes [7][13] - It claims a high success rate, with a 96% acceptance rate for students who have received guidance over the past three years [5] Faculty and Resources - The platform boasts over 300 dedicated instructors from top global universities, ensuring high-quality mentorship for students [5] - The instructors have extensive experience in publishing at top-tier conferences and journals, providing students with valuable insights and support [5] Services Offered - The article outlines various services, including personalized paper guidance, real-time interaction with mentors, and comprehensive support throughout the research process [13] - It also mentions the potential for students to receive recommendations from prestigious institutions and direct job placements in leading tech companies [19]

2025年AI正从"工具时代"迈向"伙伴时代"，2026年的AI发展态势渐渐清晰。12月10日，量子位智库发布 《2025年度AI十大趋势报告》（以下简称《报告》）。《报告》基于基础设施、模型进化、应用版图 等四部分进行总结，其中有关应用的趋势占有四席，分别涉及流量入口、多模态、AI硬件和AGI（通用 人工智能）。来自学术和产业一线的参与者对具身智能等热门领域做了复盘和展望，可以说AI的上半 场属于想象力，下半场属于执行力。 算力经济是智能产业第一大引擎，全球范围内，对AI算力的需求正以前所未有的速度增长，这直接推 动了超大规模数据中心的建设。这些数据中心不再只是传统意义上的服务器托管场所，而是演变为单个 AI公司主导的、集成了海量计算、存储和网络资源的算力工厂。 云计算厂商的投资重点从传统的通用计算资源向满足AI需求的专用算力基础设施倾斜，云厂商与AI企 业的合作模式从简单的资源租赁关系，演变为深度绑定的战略合作关系。 相应地，越来越多的AI原生需求正在重塑芯片创新，大市场大生态打开了时代"芯机遇"。具体体现在， GPU（图形处理器）主导地位受到挑战，NPU（嵌入式神经网络处理器）在端侧普及，ASIC（定制 ...

由于担心谷歌在人工智能（AI）领域取得进展，近期AI头号"卖铲人"英伟达的市值蒸发超千亿美元。 本周，摩根士丹利发布的最新报告预测，到2027年、2028年，谷歌的自有AI专用芯片TPU（张量处理单 元）产量将分别达到约500万片和700万片，较此前预测的300万片和320万片显著上调，这可能为谷歌带 来约130亿美元营收增量及0.40美元的每股收益（EPS）提升。 更早前，谷歌发布了最新的大型语言模型Gemini3，该模型完全由谷歌的TPU训练，而非OpenAI所使用 的英伟达GPU，TPU在训练成本和效率上更占优势。资本市场的兴奋情绪显而易见——谷歌母公司 Alphabet股价冲破320美元，年初至今的涨幅接近70%，市值逼近4万亿美元，市盈率（PE）从年内的14 倍翻倍，逼近28倍。 投资人将其称为"美国版DeepSeek冲击"，究竟这一冲击将在未来如何影响AI投资格局？第一财经记者采 访了凯思博投资管理公司（Keywise）创始人、首席投资官郑方。在他看来，谷歌是最接近AGI（通用 人工智能）的企业。就硬件来看，TPU作为专用计算（ASIC），在特定推理场景有优势，但无法取代 GPU的通用计算地位。如 ...

Core Insights - The MEET2026 Smart Future Conference will focus on cutting-edge technologies and industry developments that have garnered significant attention throughout the year [1][2] - The theme "Symbiosis Without Boundaries, Intelligence to Ignite the Future" emphasizes how AI and smart technologies are penetrating various industries, disciplines, and scenarios, becoming a core driving force for societal evolution [2] Group 1: Conference Highlights - The conference will cover hot topics in the tech circle this year, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI going global [3] - There will be a collision of academic frontiers and commercial applications, showcasing leading technological achievements from infrastructure, models, and product industries [4] - The event will feature the authoritative release of the annual AI rankings and the annual AI trend report [5][116] Group 2: Notable Speakers - Zhang Yaqin, President of Tsinghua University's Intelligent Industry Research Institute and an academician of the Chinese Academy of Engineering, will be a key speaker [11][12] - Sun Maosong, Executive Vice President of Tsinghua University's AI Research Institute, has led numerous national projects and is a prominent figure in AI research [15] - Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence, has extensive experience in AI core technology development and has published over 100 papers [19] Group 3: Industry Impact - The annual AI rankings initiated by Quantum Bit have become one of the most influential lists in the AI industry, evaluating companies, products, and individuals across three dimensions [117] - The annual AI trend report will analyze ten significant AI trends based on technology maturity, implementation status, and potential value, highlighting representative organizations and best cases [118] - The conference aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual barometer for the smart technology industry [122]

文｜王毓婵 今年三季度，腾讯广告以21%的收入增速，达到了过去六个季度以来的新高峰，所有主要行业的广告主 投放均有所增长。 有此成绩，除了因为广告加载率的提高，还因为 AI 驱动的广告定向所带动的 eCPM 增长。财报中特别 提到了"腾讯广告AIM+"智能投放产品矩阵——它支持广告主自动配置定向、出价及版位，并优化广告 创意，从而提升他们的营销投入回报。 腾讯方面表示，通过AIM+，广告主每花掉一万元的广告投放费用，对应在广告平台上所需的操作次数 下降了80%，在创意环节上的操作次数减少了47%。 作为AI"军备竞赛"中的强势选手，腾讯已经为AI豪掷了大量资本支出——2024年，腾讯的总资本支出同 比增长了221%，2025年全年，这项支出还会更高。而目前，AI带来的"回头钱"，其中一个体现就在腾 讯广告业务上。 AI之烧钱，除了在于需要储备大量算力资源外，还体现在人才竞逐上。脉脉发布的《2025年AI人才流 动报告》显示，2025年1-7月，AI新发岗位量同比增长超10倍，简历投递量也暴涨了11倍。"算法"相关 人才持续紧缺，其中"搜索算法"人才紧缺度最高，5岗争2人。非技术岗数量同比增长7.7倍。 在脉脉 ...

"学界做的方案，不比现在工业界自己在做的事情差。" 作者 | 王毓婵 今年三季度，腾讯广告以21%的收入增速，达到了过去六个季度以来的新高峰，所有主要行业的广告主投放均有所增长。 有此成绩，除了因为广告加载率的提高，还因为 AI 驱动的广告定向所带动的 eCPM 增长。财报中特别提到了"腾讯广告AIM+"智能投放产品矩 阵——它支持广告主自动配置定向、出价及版位，并优化广告创意，从而提升他们的营销投入回报。 腾讯方面表示，通过AIM+，广告主每花掉一万元的广告投放费用，对应在广告平台上所需的操作次数下降了80%，在创意环节上的操作次数减 少了47%。 作为AI"军备竞赛"中的强势选手，腾讯已经为AI豪掷了大量资本支出——2024年，腾讯的总资本支出同比增长了221%，2025年全年，这项支 出还会更高。而目前，AI带来的"回头钱"，其中一个体现就在腾讯广告业务上。 AI之烧钱，除了在于需要储备大量算力资源外，还体现在人才竞逐上。脉脉发布的《2025年AI人才流动报告》显示，2025年1-7月，AI新发岗 位量同比增长超10倍，简历投递量也暴涨了11倍。"算法"相关人才持续紧缺，其中"搜索算法"人才紧缺度最高， ...

Core Insights - The MEET2026 Smart Future Conference will focus on cutting-edge technologies and industry developments that have garnered significant attention throughout the year [1] - The theme "Symbiosis Without Boundaries, Intelligence to Ignite the Future" emphasizes how AI and smart technologies penetrate various industries, disciplines, and scenarios, becoming a core driving force for societal evolution [2] Group 1: Conference Highlights - The conference will cover hot topics in the tech circle this year, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI going global [3] - It will feature the latest collisions between academic frontiers and commercial applications, showcasing leading technological achievements from infrastructure, models, and product industries [4] - The event will also include the authoritative release of the annual AI rankings and the annual AI trend report [5][116] Group 2: Notable Speakers - Zhang Yaqin, President of Tsinghua University's Intelligent Industry Research Institute and an academician of the Chinese Academy of Engineering, will be a key speaker [11] - Sun Maosong, Executive Vice President of Tsinghua University's Artificial Intelligence Research Institute, has led numerous national projects [15] - Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence, has extensive experience in AI core technology research [19] - Wang Ying, Vice President of Baidu Group, oversees several key business units including Baidu Wenku and Baidu Netdisk [24] - Han Xu, Founder and CEO of WeRide, has led the company to become a leader in autonomous driving technology [28] Group 3: Annual AI Rankings and Trends - The "Artificial Intelligence Annual Rankings" initiated by Quantum Bit has become one of the most influential rankings in the AI industry, evaluating companies, products, and individuals across three dimensions [117] - The "2025 Annual AI Top Ten Trends Report" will analyze ten AI trends that are releasing significant potential, considering factors like technological maturity and practical application [118] Group 4: Event Details - The MEET2026 Smart Future Conference is scheduled for December 10, 2025, at the Beijing Jinmao Renaissance Hotel, with registration now open [119] - The conference aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual barometer for the smart technology industry [122]

机器之心报道 编辑：陈陈、+0 ChatGPT 三周年刚刚过去，Sam Altman 却显得分外焦虑。 回想 2022 年底，当时 ChatGPT 全球爆红，谷歌 CEO Sundar Pichai 在公司内部发布了红色警报 （Code Red）以应对来自 OpenAI 的威胁。 讽刺的是，短短三年后，攻守之势异也。彼时慌乱的谷歌，如今正以惊人的速度重整旗鼓，Gemini 不 断迭代、多模态能力大幅增强，生图模型 Nano Banana Pro 全方位爆火……Anthropic、xAI 等公司 也在不同技术方向上快速追赶。 再看 OpenAI 这边，情况却显得有些微妙。过去一年，OpenAI 的研究方向不断扩散：推理模型、视 频、多模态、智能体、浏览器……几乎每一条热门技术路径上都能看到 OpenAI 的影子。但往往是发布 即巅峰，后续声量迅速下滑，难以形成持续性的产品势能。 比如 Sora 发布时震惊全网，但之后迟迟没有面向公众的可用产品；GPT Store 一度被视为生态爆发 点，但上线后应用质量参差，热度远不及预期……这种强首发、弱跟进的节奏，让许多原本被寄予厚望 的方向停留在概念或演示层面，而没有成长 ...

Core Insights - The MEET2026 Smart Future Conference will focus on cutting-edge technologies and industry developments that have garnered significant attention throughout the year [1] - The theme "Symbiosis Without Boundaries, Intelligence to Ignite the Future" emphasizes how AI and smart technologies penetrate various industries, disciplines, and scenarios, becoming a core driving force for societal evolution [2] Group 1: Conference Highlights - The conference will cover hot topics in the tech circle this year, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI going global [3] - It will feature the latest collisions between academic frontiers and commercial applications, showcasing leading technological achievements from infrastructure, models, and product industries [4] - The event will also include the authoritative release of the annual AI rankings and the annual AI trend report [5][116] Group 2: Notable Speakers - Zhang Yaqin, President of Tsinghua University's Intelligent Industry Research Institute and an academician of the Chinese Academy of Engineering, has extensive experience in AI and digital video technologies [11][12] - Sun Maosong, Executive Vice President of Tsinghua University's AI Research Institute, has led numerous national projects in AI research [15] - Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence, has a strong background in AI core technology development and has published over 100 papers [19] Group 3: Industry Impact - The annual AI rankings initiated by Quantum Bit have become one of the most influential lists in the AI industry, evaluating companies, products, and individuals across three dimensions [117] - The annual AI trend report will analyze ten significant AI trends based on technological maturity, current implementation, and potential value, highlighting representative organizations and best cases [118] - The conference aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual barometer for the smart technology industry [122]

Core Insights - The MEET2026 Smart Future Conference will focus on cutting-edge technologies and industry developments that have garnered significant attention throughout the year [1] - The theme "Symbiosis Without Boundaries, Intelligence to Ignite the Future" emphasizes how AI and smart technologies penetrate various industries, disciplines, and scenarios, becoming a core driving force for societal evolution [2] Group 1: Conference Highlights - The conference will cover hot topics in the tech circle this year, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI going global [3] - It will feature the latest collisions between academic frontiers and commercial applications, showcasing leading technological achievements from infrastructure, models, and product industries [4] - The event will also include the authoritative release of the annual AI rankings and the annual AI trend report [5][116] Group 2: Notable Speakers - Zhang Yaqin, President of Tsinghua University's Intelligent Industry Research Institute and an academician of the Chinese Academy of Engineering, has extensive experience in AI and digital video technologies [11][12] - Sun Maosong, Executive Vice President of Tsinghua University's AI Research Institute, has led numerous national projects in AI research [15] - Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence, has a strong background in AI core technology development and has published over 100 papers [19] Group 3: Industry Impact - The annual AI rankings initiated by Quantum Bit have become one of the most influential lists in the AI industry, evaluating companies, products, and individuals across three dimensions [117] - The annual AI trend report will analyze ten significant AI trends based on technology maturity, implementation status, and potential value, highlighting representative organizations and best cases [118] - The conference aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual barometer for the smart technology industry [122]