对话西安交大兰旭光：具身智能研修会破解科技落地难题，中国数据优势引领产业突围

Core Viewpoint - The integration of scientific innovation and industrial strength is accelerating the transition towards a "smart manufacturing powerhouse" in China, as highlighted by the recent conference that brought together over a hundred young scientists and more than 130 corporate leaders [1][10]. Group 1: Opportunities in AI and Industry - China is narrowing the gap with the US in AI, particularly in the field of embodied intelligence, leveraging its vast manufacturing scale and data [3][4]. - The demand for AI applications in sectors like elderly care and home services is urgent, potentially serving as a breakthrough point for embodied intelligence [3][4]. - The DeepSeek model, while slightly behind ChatGPT in performance (5%-10% lower), benefits from China's extensive industry application data, which provides a rich training ground for AI [4][5]. Group 2: Challenges in Technology Implementation - The industrial application of AI faces significant challenges, including the need for stability in engineering solutions, which often conflicts with the exploratory nature of academic research [6][8]. - Funding for foundational research in cutting-edge technologies like Transformers is relatively low compared to application-focused investments in manufacturing [6][8]. - There is a disconnect between enterprise needs and scientific solutions, necessitating better alignment between the two [6][8]. Group 3: Solutions and Future Prospects - The recent conference serves as a platform for scientists and businesses to understand each other's needs, potentially igniting innovative solutions to industry challenges [8][9]. - By showcasing practical applications of embodied intelligence, the conference may attract investment and stimulate breakthroughs in frontier technologies [9][10]. - The China Science and Technology Development Foundation aims to bridge the gap in technology transfer, enhancing the conversion chain from research to industry [10].