Comment on Harnessing the Universal Geometry of EmbeddingsparentComments−rhelz4dIf somebody finds patterns in them, that means they can be improved by reducing the patterns. Patterns and symmetry are forms of redundancy.The less memory the weights take to meet a level of competency, the more random, and therefore patternless and inscrutable they will be.−andrewflnr4dNo kidding. Clearly there's some redundancy, or however you want to frame it, in real-world released models. That still means your argument for why they can never be interpretable is based an incorrect premise.
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If somebody finds patterns in them, that means they can be improved by reducing the patterns. Patterns and symmetry are forms of redundancy.
The less memory the weights take to meet a level of competency, the more random, and therefore patternless and inscrutable they will be.
No kidding. Clearly there's some redundancy, or however you want to frame it, in real-world released models. That still means your argument for why they can never be interpretable is based an incorrect premise.