从洗碗工到“AI教母”，她又预言了下一个十年

Core Viewpoint - The next decade of AI is defined by "spatial intelligence," which emphasizes the need for AI to understand depth, distance, occlusion, and gravity to achieve true embodiment [1][10]. Group 1: Li Fei Fei's Background and Career - Li Fei Fei, known as the "AI Mother," has over 20 years of experience in AI research, with a focus on spatial intelligence as her latest guiding principle [2]. - Her autobiography, "The World I See," details her journey from a challenging childhood in the U.S. to becoming a prominent figure in AI, reflecting on her struggles and achievements [2][5]. - Li Fei Fei's career spans the evolution of AI from laboratory research to industrial application, making her autobiography a significant account of AI's development [2]. Group 2: ImageNet and AI Development - ImageNet, a large-scale visual database created by Li Fei Fei, played a crucial role in the advancement of AI, marking the beginning of the AI golden age [6][9]. - The project faced initial skepticism and challenges, but the use of Amazon's crowdsourcing service was pivotal in its success, allowing for efficient image labeling [8]. - The introduction of deep learning models like AlexNet, which utilized ImageNet, significantly improved AI's performance in image recognition tasks, reducing error rates dramatically [9]. Group 3: Spatial Intelligence and Future Directions - Li Fei Fei believes that the next breakthrough in AI will come from developing spatial intelligence, which encompasses understanding and generating three-dimensional environments [10][11]. - The current state of technology in spatial intelligence is still in its early stages, but Li Fei Fei is confident that significant advancements will occur within the next one to two years [11]. - She views spatial intelligence as a critical component in the pursuit of Artificial General Intelligence (AGI), suggesting that it is one of many keys needed to unlock this complex field [12].