2026.02. 13 北京时间2月13日，谷歌发布了Gemini3DeepThink的重大升级，作为专门用于复杂任务的推理模式， DeepThink旨在解决科学、工程领域的诸多挑战。 值得一提的是，去年9月加入谷歌DeepMind的清华物理系知名研究者姚顺宇（ShunyuYao）也是这次 DeepThink新模型的核心参与者，他在今天发帖号召大家体验新模型。 谷歌CEO桑达尔·皮查伊（SundarPichai）发帖表示，"我们与科学家和研究人员紧密合作，对 DeepThink进行了改进，以应对棘手的现实挑战。"这些挑战往往缺乏明确的指导原则或唯一的正确答 案，数据也常常杂乱无章或不完整。DeepThink将科学知识与日常工程实践相结合，推动实际应用。 本文字数：1788，阅读时长大约3分钟 作者 | 第一财经 刘晓洁 具体来说，在"人类最后的考试"测试中DeepThink取得了48.4%的成绩（不使用工具的情况下），刷 新该测试的最佳纪录。而ClaudeOpus4.6的成绩为40%，OpenAI的GPT-5.2成绩为34.5%。 在ARC-AGI-2测试中，DeepThink取得了前所未有的84.6%的成绩 ...

以下文章来源于晚点AI ，作者晚点团队 晚点AI . 关注人工智能的一切，一切都关于人工智能。 Vibe Coding 时代的脆弱倒影。 他给谷歌 AI 编程软件 Antigravity 的指令台发送了一个看似简单的维护请求："帮我清理一下项目里 该文件夹里冗余的 node_modules 文件夹。" 文 丨 Antigravity（由 Google DeepMind 开发的实验性 Agentic AI） 编辑 丨 屈江峰 宋玮 * 该事故目前已得到谷歌官方技术团队的确认， 官方承认属于 "Systemic path-parsing failure ""Catastrophic impact""Have seen before"，正在紧急硬编码修复 上线中（自 2 月 6 日回复起，截止目前，暂未有修复完成的正式通知） 以下所有事故说明、对话取证，均来自于 Google Antigravity 下的 Gemini，完全基于真实事件的总结、回顾 和陈述。 前言：Vibe Coding 时代的脆弱倒影 2026 年 1 月 29 日下午 16 时 29 分，屈江峰正坐在他的工作台前。 作为 AI 时代 "Vibe ...

Investment Rating - The report maintains an "Outperform" rating for the industry, indicating a positive outlook compared to the broader market [3]. Core Insights - The AI application landscape is rapidly evolving, with significant advancements expected in 2026, which will impact traditional sectors such as software, film, and media [6]. - Domestic AI models are increasingly competitive with international counterparts, particularly in terms of performance and cost, suggesting a potential shift in the global AI model competition [6]. - The demand for AI inference is rising sharply, leading to increased pricing actions from model and cloud service providers, which benefits companies within the industry [6]. Industry Data Summary 1. Industry Data - The software industry in 2025 is projected to generate revenues of 15.48 trillion yuan, reflecting a year-on-year growth of 13.2% [12]. - The IC design sector is expected to grow by 18.9% in 2025, while cloud computing and big data services are anticipated to grow by 13.6% [19]. - The information technology service revenue is expected to increase by 14.7%, further solidifying its share of the overall software business revenue to 68.7% [27]. 2. AI Developments - Major AI models are being released, with significant competition expected in the market, particularly with the upcoming launches of models like DeepSeek-V4 and others in February 2026 [33]. - The pricing of domestic models is significantly lower than that of international models, enhancing their attractiveness for various applications [39]. - The user engagement for AI applications is increasing, with notable growth in active users for platforms like Gemini and ChatGPT [44]. 3. Domestic Market Dynamics - Domestic chip manufacturers are expected to benefit from restrictions on foreign competitors, with companies like Huawei and Dawning making significant advancements in AI computing capabilities [6]. - The report highlights the increasing capital expenditures from overseas tech firms, raising concerns about market dynamics [6]. - The MaaS (Model as a Service) market is projected to grow rapidly, with significant contributions from companies like ByteDance and Alibaba [56].

通信 周跟踪（20260202-20260208） 领先大市-A(维持) ——北美资本开支增长并未见顶，Scaleup 是光通信重要增量 2026 年 2 月 13 日 行业研究/行业周报 通信行业近一年市场表现 行业动向： 1）北美主要 CSP 陆续发布财报，AI 飞轮高速运转，2026 资本开支指引超 预期。近期，北美主要 CSP 完成了 2025 年度财报的公布，普遍向外界传达的信 号是 AI 已从成本中心转为收入引擎，继续扩大投资急迫且真实。 资料来源：常闻 相关报告： 【山证通信】——moltbot 爆火背后 1.1 云业务通过 AI 算力与工具实现高增。例如，AWS 云销售额同比增长 20% 达到 1287 亿美元，其 Bedrock 上托管的 20+个模型得到客户来自项目编程、推理 和代理工作流程的全面需求。谷歌云 2025 年末年化营收突破 700 亿美元成为增 长最快的核心业务，主要得益于企业 AI 基础设施、AI 解决方案及核心云服务的 强劲客户需求。微软 Azure 的年收入已超过 750 亿美元，同比增长 34%，主要来 自 OpenAI 等大客户的长期订单、Azure AI Foun ...

Investment Rating - The report maintains an "Outperform" investment rating for the communication industry [4][7]. Core Insights - In January 2026, the communication industry index increased by 5.47%, outperforming the Shanghai Composite Index (+3.76%), CSI 300 Index (+1.65%), Shenzhen Component Index (+5.03%), and ChiNext Index (+4.47%) [3][13]. - The capital expenditure of the four major North American cloud providers is expected to grow significantly, with a projected increase of over 60% in 2026 [6][24]. - The procurement results for special optical cables by China Mobile indicate that eight manufacturers, including Tongding Interconnection and Yangtze Optical Fibre and Cable, have been selected, highlighting the focus on key sectors such as industrial manufacturing and digital government [6][7]. Summary by Sections Industry Performance - The communication industry index showed a strong performance in January 2026, with a 5.47% increase, outperforming major indices [3][13]. - Sub-sectors within the communication industry saw varied performance, with cable, other communication equipment, and system equipment rising by 19.70%, 10.72%, and 7.85% respectively [16]. Telecommunications Sector - In 2025, the telecommunications business revenue reached CNY 1.75 trillion, a year-on-year increase of 0.7% [6][45]. - By December 2025, 5G mobile phone users accounted for 65.9% of total mobile phone users, with a monthly data usage (DOU) of 23.04GB per user, reflecting a 17.0% year-on-year increase [6][45]. Cloud Infrastructure Investment - The combined capital expenditure of the four major North American cloud providers in Q4 2025 was USD 126 billion, marking a 62.0% year-on-year increase [24][25]. - For 2026, the total capital expenditure guidance for these providers exceeds USD 660 billion, with an expected growth of 61.0% [24][25]. AI and Smartphone Market - The retail sales of communication equipment in China increased by 20.9% year-on-year in December 2025, driven by the demand for smartphones [44]. - The global smartphone shipment is projected to grow by 2% in 2025, reaching 1.25 billion units, with AI smartphones expected to penetrate 34% of the market by 2025 [6][44]. Investment Recommendations - The report suggests focusing on companies involved in optical devices, optical chips, optical modules, and AI smartphones, including Tianfu Communication, ZTE, and China Mobile [7][6].

Core Insights - The article highlights the impressive performance of Gemini 3 Deep Think, which has achieved significant milestones in various benchmark tests, showcasing its advanced reasoning capabilities and potential applications in scientific and engineering fields [3][15][19]. Group 1: Performance Metrics - Gemini 3 Deep Think scored an unprecedented 84.6% on the ARC-AGI-2 benchmark, surpassing previous models that scored between 60%-70% [3][19]. - In the Humanity's Last Exam (HLE), it achieved a new state-of-the-art (SOTA) score of 48.4% [3][15]. - The model also reached a remarkable Elo score of 3455 on Codeforces, ranking it as the 8th best globally, with only 7 individuals scoring higher [1][15]. Group 2: Cost Efficiency - The upgrade of Gemini 3 Deep Think has led to an 82% reduction in reasoning costs, decreasing from $77.16 to $13.62 per task [21][15]. Group 3: Applications and Innovations - Gemini 3 Deep Think has demonstrated capabilities in analyzing sketches, modeling complex shapes, and generating files for 3D printing, indicating its utility in engineering tasks [7][15]. - The model successfully identified a subtle logical flaw in a complex mathematical paper, which had been overlooked in prior peer reviews, showcasing its potential in academic research [9][15]. - It optimized a method for growing complex crystals, achieving a precision previously unattainable, which could lead to new semiconductor materials [10][15]. Group 4: Team and Development - The development team of Gemini 3 Deep Think includes notable figures such as Yi Tay and Shunyu Yao, both of whom have significant backgrounds in AI and physics [27][28].

Group 1 - The software sector is experiencing the most intense short-selling attack in over a decade, with Morgan Stanley reporting that the short-selling volume in the software and SaaS sectors reached one of the highest levels since 2010 [1][7] - Hedge funds have quickly resumed short-selling strategies after a brief period of covering, with new short positions in the software sector exceeding levels seen at the end of January [2][7] - Concerns about AI replacing human jobs are spreading across more sub-industries, significantly impacting market sentiment, as evidenced by a notable drop in the stock price of CH Robinson [4][8] Group 2 - Defensive sectors are outperforming cyclical stocks, with Goldman Sachs noting the worst two-day performance for cyclical stocks since the "Liberation Day," with a cumulative drop of over 350 basis points [6][8] - The 10-year U.S. Treasury yield has fallen to around a three-month low of 4.08%, indicating increased market risk aversion, while the VIX index closed above 20 [6][8] - The market is becoming increasingly sensitive to the potential disruptive impacts of AI, with major tech companies experiencing valuation declines [9] Group 3 - Goldman Sachs described the current trading environment as one of the most volatile seen, with many tech and growth stocks appearing oversold as the Russell Tech Index falls to its 200-day moving average [6][10] - There is a discussion on whether the valuation adjustments in the market have been excessive, with some companies not returning to pre-earnings release levels despite the rapid pricing in of perceived technological changes [10] - The large tech stocks, referred to as "Mag 7," have underperformed the market by approximately 7.5 percentage points over the past few months, indicating a significant pullback [11]

听雨 发自 凹非寺 量子位 | 公众号 QbitAI 面对Claude Opus 4.6和GPT Codex 5.3的猛烈攻势，谷歌反手就是一个 Gemini 3 Deep Think 的重大升级。 | | Who | # | = | | --- | --- | --- | --- | | 1 | _ Benq | IEE | 3792 | | 2 | 롤 ecnerwala | 214 | 3715 | | 3 | jiangly | 192 | 3664 | | 4 | VivaciousAubergine | 65 | 3646 | | 5 | Kevin114514 | 104 | 3604 | | б | tourist | 297 | 3592 | | 7 | strapple | ୧୧ | 3486 | | 8 | dXqwq | 83 | 3436 | | ਰੇ | · maroonrk | 208 | 3423 | | 10 | Otomachi_Una | 62 | 3413 | | 11 | မြ ksun48 | 313 | 3408 | | 12 | heuristica | ୧୫ ...

谷歌DeepMind掌门人Demis Hassabis在达沃斯论坛上描绘了AI的终极图景：不仅要在2026年将AI设计的药物送入临床试验，更预言未来10到15年人类将迎 来"发现的黄金时代"。 在瑞士达沃斯举行的世界经济论坛期间，谷歌DeepMind首席执行官德米斯·哈萨比斯（Demis Hassabis）接受了《财富》杂志的专访。 在这场关于人工智能未来的深度对话中，哈萨比斯不仅披露了谷歌大模型Gemini的最新进展，更重点阐述了AI在生物医药领域的颠覆性潜力，以及智能体 （Agents）和机器人技术的爆发时间点。 剑指"解决所有疾病"：2026年或成转折点 作为AlphaFold（蛋白质结构预测模型）的缔造者，哈萨比斯正试图通过其创立的初创公司Isomorphic Labs将这一技术转化为实际的药物疗法。 他在采访中透露了一个关键的时间节点：2026年。哈萨比斯表示： "我们希望到2026年初，首个药物能进入临床试验阶段。" Isomorphic Labs目前正在研究癌症、心血管疾病和免疫学等多个领域，并已与礼来公司（Eli Lilly）及全球顶级制药巨头建立了合作伙伴关系。目前，该公 司已有17个药物项 ...

刚刚，谷歌Gemini 3 Deep Think原地进化！在Codeforces比赛中拿下全球第七，击败了人类选手。短短三个月，全方位刷爆SOTA。 猝不及防，谷歌DeepMind深夜又放大招了！ 今天，Gemini 3 Deep Think重磅升级，几乎刷爆全领域的SOTA，标志着AI推理能力进入了全新维度。 离职Anthropic入职谷歌的华人学者姚顺宇参与了Gemini 3 Deep Think 这一次，在科学研究和硬核工程领域，Deep Think堪称一个「最强大脑」。 它可以将草图渲染成一个高保真、实用的3D笔记本电脑支架图，并直接将其打印出来。 谷歌VP晒出这个副项目，最终的成品是这样子的。 9 ll l 6 | > Top rated | | | | --- | --- | --- | | # | User | Rating | | 1 | Benq | 3792 | | 2 | ecnerwala | 3715 | | 3 | jiangly | 3664 | | 4 | VivaciousAubergine | 3646 | | 5 | Kevin114514 | 3604 | | 6 | ...