物理智能破局 · DeepSeek IPO

一、 权威必看

EN: At the 2026 World Artificial Intelligence Conference (WAIC), Professor Su Hao from Fudan University articulated a critical shift in AI development. He argued that current large models suffer from “hallucinations” because they only learn from language shadows, lacking physical anchors like weight and gravity. His proposal for “Physical Intelligence” aims to return the focus of technology to human-centric physical interactions, moving beyond text generation to real-world capability.

中： 7月17日，在2026世界人工智能大会主论坛上，复旦大学浩清特聘教授、通用物理智能研究院院长苏昊发表了关于AI发展路径的核心观点。他指出，当前大模型之所以存在幻觉，根本原因在于语言只是世界的投影而非世界本身，模型从未感受过重力、摩擦或物体的重量。苏昊强调，构建从幻觉到现实的桥梁没有捷径，必须依靠对未知的敬畏，通过一步一个脚印的认知阶梯向上攀爬。他提出的“物理智能”概念，旨在将AI从纯粹的文本生成拉回真实物理世界，让技术真正服务于如照顾老人等具身交互场景，而非仅仅停留在PPT或代码层面。这一观点确立了未来AI研发从“纯软”向“软硬结合”转型的权威导向。

二、 深度与多元

EN: The academic debate on AI’s future is mirrored by the intense competition in the commercial sector. NetEase Zhiqi showcased its upgraded one-stop enterprise AI services at WAIC, focusing on three scenarios: security governance, organizational collaboration, and business growth. Meanwhile, the broader tech industry faces a “bloodbath” in the automotive sector, where BYD executives noted that 542 new car models were launched in just five months, with market share shrinking by 20%. This juxtaposition highlights a dual reality: AI is maturing into enterprise infrastructure, while traditional manufacturing undergoes brutal consolidation.

中： 在技术理念演进的同时，产业界的竞争格局正经历剧烈重塑。网易智企在WAIC上展示了其全新升级的一站式企业AI应用服务，涵盖AI Agent编排、AI Coding及私域助理等能力，重点解决安全治理与业务增长痛点。与此同时，传统制造业的残酷性同样触目惊心：比亚迪执行副总裁何志奇指出，今年1至5月国内汽车市场推出了542款新车，平均每天3.6款，而大盘销量却下滑了20%。这种“每款车投资超10亿、开发周期超两年”的高门槛行业，在短短三个月内热度即消退的现象，反映了市场竞争已从激烈转向惨烈。这两则素材共同揭示了一个趋势：无论是AI还是汽车，单纯的技术堆砌已失效，唯有在特定场景下提供高价值、可落地的解决方案，才能在存量博弈中生存。

三、 科技与财经

EN: The financial landscape for AI giants is shifting rapidly. Bloomberg reports that DeepSeek has initiated IPO preparations, potentially filing this year, following Zhipu and MiniMax. DeepSeek’s strategy relies on open-source, low costs, and aggressive pricing, distinguishing it from competitors. In parallel, the Chinese Academy of Sciences released “Panshi·Scientific Foundation Large Model 2.0,” trained on 8 million high-quality scientific reasoning data points. This model achieves international leadership in chemistry and biology, supported by a domestic heterogeneous computing system, signaling a move toward self-reliant scientific infrastructure.

中： 资本市场对头部大模型公司的估值逻辑正在重构。据彭博社报道，DeepSeek已启动IPO准备，最快于今年提交申请，其核心标签为开源、低成本与激进定价，这与智谱和MiniMax形成差异化竞争。与此同时，科研基础设施领域迎来突破：中国科学院联合研发的磐石·科学基础大模型2.0正式发布。该模型基于800万条高质量科学推理数据训练，在化学、生物等领域达到国际领先水平，并配套了包含八千余个专业工具的科研智能平台。这一进展不仅体现了AI在垂直领域的深度渗透，更通过“超算+智算+速算”的国产自主可控算力体系，降低了科研门槛，为国内数十家科研机构提供了可验证、可追溯的推理支持。

四、 国际视野

EN: Global geopolitical tensions are escalating with significant economic implications. Reports indicate that the actual cost of US military operations against Iran may reach $100 billion, far exceeding the official estimate of $300 million, due to undisclosed combat expenses and facility damage. This financial burden fuels domestic dissatisfaction. Simultaneously, the issuance of a Trump commemorative coin has sparked controversy over breaking the convention of not depicting living figures on currency, reflecting deep political polarization in the US.

中： 国际地缘政治与经济影响正呈现复杂交织态势。据美国国防部内部评估数据，美对伊军事行动的实际支出可能高达1000亿美元，远超此前公布的300亿美元，差额主要源于未公开的作战开支及中东设施损毁成本。这一巨额支出引发了美国民众对汽油价格等额外成本的强烈不满。另一方面，美国发行特朗普头像1美元纪念币的决定打破了在世人物不登货币的惯例，引发巨大争议。这两起事件共同反映了美国内部政治极化的加剧以及对外军事行动带来的沉重经济代价，全球目光正密切关注这些决策对国际秩序及市场稳定的长远影响。

五、 青年与生活

EN: The intersection of technology and youth life is profound. In China, the 2026 Gaokao essay topics focused on AI Agents and tech ethics, signaling a societal shift in evaluating human value amidst technological advancement. Concurrently, university doctoral positions are shrinking while over 100,000 PhDs enter the job market annually, creating an “identity crisis” for graduates. This dual pressure forces youth to reconsider career paths, balancing academic pursuit with pragmatic survival.

中： 青年群体正面临技术变革与就业结构的双重挤压。2026年高考作文题罕见地聚焦于大模型、AI Agent及科技伦理，这不仅是考试内容的变化，更是社会对技术奇点冲击人类主体性的集体焦虑投射。与此同时，高校岗位收缩与博士扩招形成尖锐矛盾：每年超10万博士毕业生涌入仅3.5万个岗位的就业市场，导致“非升即走”成为常态，许多博士生陷入身份认同危机。这种从学术理想到现实生存的落差，迫使青年一代重新审视学历价值与职业选择，在“卷”与“躺平”之间寻找新的生存策略。

【21ZHAO 综合判断】

EN:

• DeepSeek’s IPO and Panshi 2.0’s release indicate that AI is bifurcating into commercial pricing wars and scientific infrastructure building; developers should focus on domain-specific data moats rather than generic models.
• The contrast between the “542 new cars” market crash and the “100 billion dollar” war cost highlights the fragility of capital-intensive industries; investors and professionals should prioritize cash flow resilience over growth narratives.

中：

• DeepSeek启动IPO与磐石2.0发布表明，AI行业正分化为商业价格战与科研基建两条路径；开发者应摒弃通用模型的红海竞争，转向构建垂直领域的数据壁垒。
• 汽车市场“542款新车”的惨烈与美对伊战争“1000亿美元”支出的对比，揭示了资本密集型行业的脆弱性；投资者与从业者应优先关注现金流韧性，而非盲目追随增长叙事。

参考来源

• [权威要闻]：复旦大学苏昊：只会做PPT的AI不是终点，物理智能要把“人”还给“人” - 澎湃新闻
• [权威要闻]：中国汽车市场 5 个月推出 542 款新车，比亚迪高管称「彻底疯了」 - 知乎
• [深度解读]：网易智企携全新升级的一站式AI应用服务亮相WAIC 2026 - 36Kr
• [深度解读]：高校岗位收缩，每年超十万博士涌入仅3.5万岗位的市场，如何看待「博士过剩」问题？ - 知乎
• [科技财经]：磐石·科学基础大模型2.0发布，开启AI赋能基础研究全新范式 - 澎湃新闻
• [科技财经]：曝美对伊战争支出高达 1000 亿美元，对其国内经济影响有多大？面对如此高额支出美方还会坚持多久？ - 知乎
• [国际视野]：当高考作文开始讨论AI，人类真正的考试才刚刚开始 - 虎嗅
• [国际视野]：美国发行特朗普头像 1 美元纪念币，打破在世人物不登货币惯例，此举为何引发巨大争议？ - 知乎
• [青年声音]：梁文锋“狙击”闫俊杰 - 虎嗅
• [青年声音]：塞尔维亚总统武契奇公开支持乌克兰，称支持其领土主权完整，如何解读这一发言？可能会带来哪些影响？ - 知乎