李飞飞曝创业招人标准！总结AI 大牛学生经验，告诫博士们不要做堆算力项目

Core Insights - The article discusses the limitations of current AI models, particularly in understanding and interacting with the physical world, as highlighted by the founder of World Labs, Fei-Fei Li [1][6] - Li emphasizes the importance of curiosity in research and suggests that PhD students should focus on foundational problems that cannot be easily solved with resources [1][26] Group 1: AI Development and Challenges - Li identifies the current AI boom, driven by language models, as fundamentally limited in its ability to comprehend and manipulate the complexities of the physical world [1][6] - The inception of ImageNet, a large-scale image database, was crucial in addressing the data scarcity in AI and computer vision, leading to significant advancements in the field [2][4] - The breakthrough moment in AI came with the introduction of AlexNet in 2012, which utilized convolutional neural networks and demonstrated the power of data, GPU, and neural networks working together [3][5] Group 2: Future Directions and World Labs - World Labs aims to tackle the challenge of "spatial intelligence," which Li believes is essential for achieving Artificial General Intelligence (AGI) [1][11] - The company is composed of a team of experts in the field, including those who have made significant contributions to differentiable rendering and neural style transfer [12][14] - Li envisions applications of spatial intelligence in various fields, including design, robotics, and the metaverse, highlighting the potential for world models to revolutionize content creation [17][19] Group 3: Research and Academic Insights - Li encourages aspiring researchers to pursue "North Star" problems that are foundational and difficult to solve, emphasizing the shift of resources from academia to industry [26][27] - The article discusses the importance of interdisciplinary AI research and the need for better understanding of how humans perceive and interact with the three-dimensional world [11][27] - Li reflects on her personal journey and the importance of resilience and curiosity in overcoming challenges in both academic and entrepreneurial endeavors [22][31]