AI Podcast
Nested Learning: The Illusion of Deep Learning Architectures - 嵌套学习：深度学习架构的幻象
09 Nov 2025
欢迎收听AI Radio FM - 科技频道，您的个人生成式AI播客！今天，我们将深入探讨一篇来自谷歌研究的革命性论文，题为“嵌套学习：深度学习架构的幻象”。这篇论文引入了一种突破性的范式，称为嵌套学习（NL），它重新定义了我们理解和设计机器学习模型，特别是大型语言模型的方式。加入我们，一起探索NL如何揭示现有深度学习方法背后的隐藏机制，解释了上下文学习的出现，并为设计具有多层次优化问题的更具表现力的学习算法铺平了道路。我们将讨论其在神经科学上的合理性、其核心贡献，包括深度优化器、自修改泰坦模型以及连续体记忆系统，所有这些最终都催生了充满前景的新架构——HOPE。准备好迎接一场热情、快节奏的讨论，共同揭开AI学习的未来！
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