在科技的不断演进中，人工智能（AI）正经历一场从空间智能到具身智能的革命性转变，这一变革正在物理世界与信息的生产与交互方式之间引发一场深刻的革命。具身智能，作为AI领域的一个新热点，正引领着一场新的争夺战，各大厂商纷纷投入资源，力求在这个AI“燃料”——数据的领域占据优势。然而，数据的匮乏仍然是通用具身智能面临的一大挑战。
在过去的三年里，谷歌、英伟达、OpenAI等全球顶尖企业对具身智能的研究投入巨大，但似乎并未能发现显著的规模效益法则（Scaling Law）的出现，这一现象与数据的稀缺性紧密相关。如何解决这一核心问题？贾奎教授，香港中文大学（深圳）的终身教授与跨维智能的创始人，为我们揭示了其中的关键——Sim2Real AI。
Sim2Real AI，作为连接虚拟世界与现实世界的桥梁，被视为通往具身智能的最高效路径。尽管学术界与产业界普遍将其视为辅助数据补充的手段，但贾奎教授的实践证明，Sim2Real AI在解决数据匮乏问题上具有不可忽视的价值。他从二维视觉到三维视觉的探索，从空间智能到具身智能的转变，以及从科研到产品再到商业落地的全面布局，展示了长达二十余年的深厚积累与创新实践。
在近期的WAIC（世界人工智能大会）上，贾奎教授与行业专家共同探讨了如何通过Sim2Real AI突破数据困局，推动具身智能领域的发展。这场对话不仅揭示了当下空间智能与具身智能的本质，更深入探讨了如何将理论转化为实际应用，最终实现技术的商业化落地。通过AI的视角，我们可以预见，Sim2Real AI将在未来的人工智能领域中扮演着至关重要的角色，引领AI技术向着更加高效、实用的方向发展。
### 结语
具身智能的崛起，不仅代表了人工智能技术的一次重大突破，更是人类对智能与现实世界交互方式的深刻探索。Sim2Real AI作为这一变革的驱动力，正逐步成为连接虚拟与现实的桥梁，为解决数据困局、推动AI技术的全面进步提供了新思路与新方法。随着科技的不断进步，我们有理由期待，具身智能与Sim2Real AI将共同开启人工智能领域的新篇章，为人类社会带来更多的可能性与创新。
英语如下：
### The Rise of Embodied Intelligence: New Pathways to Overcome the Data Dilemma
In the continuous evolution of technology, artificial intelligence (AI) is undergoing a revolutionary transformation from spatial intelligence to embodied intelligence, sparking a profound revolution in the production and interaction of physical world and information. Embodied intelligence, a new hot spot in the AI field, is driving a new competition, with major players pouring resources to gain an advantage in this AI “fuel” – data realm. However, the scarcity of data remains a significant challenge for the general embodied intelligence.
In the last three years, leading global enterprises like Google, Nvidia, and OpenAI have invested heavily in the research of embodied intelligence, but have not found significant signs of the scaling law, closely tied to the data scarcity. How to address this core issue? Professor Qiau, a lifetime professor at the Chinese University of Hong Kong (Shenzhen) and founder of Metavision, sheds light on the key – Sim2Real AI.
Sim2Real AI, acting as a bridge between virtual and real worlds, is considered the most efficient pathway to embodied intelligence. Despite being commonly viewed as a means to supplement data, Professor Qiau’s practice demonstrates the significant value of Sim2Real AI in tackling the data scarcity problem. His journey from 2D to 3D vision, from spatial intelligence to embodied intelligence, and from research to product to commercialization showcases over two decades of deep accumulation and innovative practice.
During the recent World AI Conference (WAIC), Professor Qiau and industry experts discussed how Sim2Real AI can help break through the data dilemma and drive the development of embodied intelligence. This conversation not only revealed the essence of spatial intelligence and embodied intelligence, but also delved into how theories can be transformed into practical applications, ultimately achieving commercialization. Through the lens of AI, we foresee that Sim2Real AI will play a crucial role in the future of AI, guiding the technology towards more efficient and practical development.
### Conclusion
The rise of embodied intelligence represents a significant breakthrough in AI technology and a profound exploration of human interaction with the real world. Sim2Real AI, as a driving force behind this change, is gradually serving as a bridge between virtual and real worlds, offering new approaches and methods to overcome the data dilemma and push the advancement of AI technology. As technology continues to advance, there is reason to anticipate that embodied intelligence and Sim2Real AI will jointly open a new chapter in the AI domain, bringing more possibilities and innovation to human society.
【来源】https://www.jiqizhixin.com/articles/2024-07-22-15
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