黄仁勋：下一波浪潮就是物理AI 所有能力都能融入物理世界

Group 1 - The third China International Supply Chain Promotion Expo (Chain Expo) opened on July 16, attracting significant attention with notable participation from companies like Nvidia and domestic startups such as Yushu Technology [1] - The event featured a strong focus on artificial intelligence, with many attendees showing interest in humanoid robots and dexterous hands [1] - On July 17, an advanced manufacturing themed event was held, featuring discussions between Nvidia's CEO Jensen Huang and Alibaba Cloud's founder Wang Jian [2] Group 2 - Jensen Huang highlighted the shift in AI development from human-written code to algorithm-based learning for predicting outcomes, emphasizing the widespread applicability of this approach [4] - Huang noted that the emergence of deep learning around 2012 marked a significant technological breakthrough, leading to advancements in computer vision and speech recognition that surpassed human capabilities [4] - The concept of generative AI, which allows for the translation of information across different formats, has gained momentum since its inception seven years ago, enabling AI to understand and generate information [4][5] Group 3 - Looking ahead, Huang anticipates the next wave of innovation to be "physical AI," integrating AI capabilities into the physical world, particularly in robotics [5] - Huang stated that AI is now capable of solving most cognitive tasks effectively, with generative intelligence rapidly approaching and potentially exceeding human problem-solving abilities [5]