在大会专题活动"超算驱动科学研究新范式"上，湖南大学党委常委、副校长李肯立介绍了胎儿超声大模型的实践。这一大模型的训练发挥了国家 超级计算长沙中心的算力优势，整合多家医院数据。 "做一个产前超声检查要多个步骤，我们想依靠大模型技术一步完成，自动生成检查报告，希望未来在家中就能做检查，发现问题再去医院。"李 肯立说。 "算力的发展，有望让各种机器人深入生活场景。"湖南超能机器人技术有限公司董事长肖湘江说，"从本届大会可以感受到，具身智能等新技术进 入越来越多新场景，公众参与度也在提高。" 在博极生命科技展台上，"笑熵01"吸引了许多参会者的关注。（李恬名 摄） 长沙医疗资源丰富，且拥有国家超级计算长沙中心奠定的算力基础。高校科研机构、企业纷纷借助算力发展和人工智能技术，投向"AI+医疗"领 域，逐步形成产业集群。 "自兴AI自主研发的医学影像AI平台，以及全新一代人工智能硬件赋能染色体核型分析，已经应用于全国300多家三甲医院。"自兴人工智能集团工 作人员李曦晖在展台上说，公司研发团队由中南大学教授蔡自兴领衔，与国内多家科研及医疗机构建立了长期战略合作关系。 新华社长沙11月22日电（记者常竣斐）在算力快速发展 ...

Core Viewpoint - The article discusses the evolution and commercialization of humanoid robots, emphasizing their increasing intelligence and integration into various aspects of human life and work, driven by technological advancements, policy support, and capital investment [5][9][20]. Group 1: Evolution of Humanoid Robots - Humanoid robots have transitioned from simple machines to advanced entities capable of mimicking human actions and making autonomous decisions due to advancements in AI and robotics [8][11]. - The cost of humanoid robots has significantly decreased, with core component localization exceeding 65% and overall machine costs dropping by 30% over three years [11][12]. - The Chinese humanoid robot industry is rapidly maturing, with 37 companies listed in Morgan Stanley's global top humanoid robot supply chain, indicating a strong domestic presence [11][12]. Group 2: Commercialization and Market Dynamics - The humanoid robot market is projected to grow significantly, with an estimated industry scale of approximately 2.76 billion yuan in 2024, reflecting a 53.33% increase from the previous year [16]. - Despite the enthusiasm, challenges remain in achieving scalable production and addressing market needs, as some early-stage companies face difficulties in commercial viability [19][20]. - The integration of humanoid robots into daily life is becoming more prevalent, with applications in industrial settings and home services, indicating a shift in public perception of AI [12][15]. Group 3: Societal Implications and Future Outlook - The rise of humanoid robots raises questions about human-robot interaction and acceptance, particularly regarding emotional intelligence and safety in sensitive environments like homes [17][18]. - The potential for humanoid robots to replace up to 250 million jobs globally by 2035 poses significant societal challenges, particularly in the manufacturing sector [18]. - The future of humanoid robots will depend on their ability to provide emotional value and effectively integrate into human environments, necessitating ongoing innovation and adaptation [19][21].