Has the interpretability of neural networks been solved by AI? 90% of neurons have only one function
The seemingly chaotic neurons consistently operate in a remarkably precise, well-organized manner—this fundamental biological ...
过去几年,AI 可解释性领域有一个令人沮丧的前提:神经网络是一团打了死结的线团。当神经元数量不够用,模型就会把毫不相干的概念折叠塞进同一个神经元,因为它们恰好互不干扰。想读懂它,必须先训练第二个模型(比如稀疏自编码器 SAE)把结解开。这个被称为 ...
Die scheinbar chaotischen Neuronen arbeiten in Wirklichkeit schon immer in klarer, geordneter Weise – ein faszinierendes ...
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